{"id":"a2072327-52d7-4da5-8834-4c618fcce678","arxiv_id":"2607.01807","paper_version":1,"verdict":"UNVERDICTED","confidence":"LOW","novelty_score":4.0,"correctness_risk":"unknown","formal_verification":"none","parameter_count":0,"one_line_summary":"Proposes a social norms framework for youth social media design to overcome pluralistic ignorance and enable independent platforms focused on trusted connections.","lead":"The dissertation argues that youth social media use is shaped by platform norms and pluralistic ignorance rather than personal preferences, and proposes designing an independent platform to signal trusted connections as the norm. A smart generalist might read it to see how social norms theory could reframe design choices around authenticity and trust instead of individual user settings.","discovery_kind":"unclear","skeptic_critique":{"model":"grok-4.3","headline":"No significant objection identified","rationale":"The reader's weakest_assumption correctly flags the key premise. Because the text positions the work as research to investigate that premise rather than to assert it as settled, the argument is internally consistent at the level of a dissertation proposal. No stronger load-bearing flaw is apparent.","tokens_in":1684,"tokens_out":258,"duration_ms":20988,"concrete_test":"Extract the specific hypotheses or research questions from the dissertation chapters that directly test whether normative change (vs. technical/economic factors) produces measurable increases in authentic engagement; if those questions are operationalized with pre-registered measures and controls for alternative explanations, the premise is being treated as testable rather than assumed.","verdict_should_be":"UNCHANGED","load_bearing_attack":"The manuscript frames its three claims as the motivation for proposed empirical work (youth co-design of an independent platform) rather than as already-demonstrated results. The central argument is therefore that normative mechanisms are the dominant constraint and that an alternative platform can be engineered to shift them; this is presented as a hypothesis-generating stance, not a completed proof. No internal contradiction, circularity, or unstated assumption that would invalidate the proposed next steps is visible in the structure.","agreement_with_reader":"agree"},"referee_report":{"model":"grok-4.3","summary":"The manuscript claims that youth desire authentic self-expression on social media but are constrained by normative factors (platform norms, peer perception, beliefs about others) rather than individual choice. It advances three claims: (1) platform norms produce pluralistic ignorance where youth enact rejected norms; (2) design interventions are shaped by existing norms, requiring relational goals like privacy to be treated as social norms; (3) a societal norm equating social media with mainstream platforms limits policy and design to mitigation rather than alternatives. These motivate proposed youth co-design of an independent platform whose features signal trusted connections.","tokens_in":1789,"tokens_out":317,"duration_ms":28370,"significance":"If the proposed empirical work substantiates the claims, the framing would contribute to HCI by integrating social norms theory into platform design, offering an alternative to harm-mitigation approaches and potentially enabling platforms that better support users' private preferences for authentic engagement.","major_comments":[{"comment":"Abstract: The three claims are presented as the motivation for the dissertation without accompanying empirical evidence, specific citations to supporting literature on social norms or youth social media use, or preliminary data, which is load-bearing for establishing the normative obstacle as the primary driver and for justifying the proposed platform design.","section":"Abstract"}],"minor_comments":[{"comment":"The abstract could specify the planned methods for the youth co-design study and how the platform features will be tested for effects on perceived norms.","section":null}],"recommendation":"major_revision","confidential_remarks":null},"author_rebuttal":{"model":"grok-4.3","summary":"We thank the referee for their detailed feedback on the manuscript. We address the major comment below.","responses":[{"response":"We agree that the abstract, due to length constraints, does not include specific citations or preliminary data. The full manuscript draws on established social norms literature (e.g., pluralistic ignorance studies) and youth social media research to motivate the claims, but these are not referenced in the abstract itself. As this is a dissertation proposal, the core empirical evidence will be generated by the proposed work rather than presented upfront. We will revise the abstract to incorporate 2-3 key citations to social norms theory and relevant youth studies, while clarifying that the platform design is motivated by the literature synthesis. This revision will be made without altering the abstract's overall length or focus.","revision_made":"yes","referee_comment":"[Abstract] Abstract: The three claims are presented as the motivation for the dissertation without accompanying empirical evidence, specific citations to supporting literature on social norms or youth social media use, or preliminary data, which is load-bearing for establishing the normative obstacle as the primary driver and for justifying the proposed platform design."}],"tokens_in":1247,"tokens_out":255,"duration_ms":17676,"standing_objections":[]},"desk_editor":{"model":"grok-4.3","letter":"The core of this is a three-claim framework: platform norms create pluralistic ignorance so youth perform behaviors they don't privately want; design features get shaped by those same norms; and the cultural definition of social media as mainstream platforms blocks thinking about alternatives. It uses that to motivate youth co-design of a new platform that signals trusted connections as the default.\n\nThe structure is straightforward and pulls in established ideas like pluralistic ignorance without stretching them. Treating privacy and relational goals as social norms rather than individual controls is a useful shift for design thinking. The third claim about societal definitions limiting the design space is the part that feels least covered elsewhere. It leads cleanly to a research plan instead of stopping at critique.\n\nThe limitation is that none of the claims are tested here. This reads as a proposal for empirical work rather than results, so there's no evidence on whether norm perceptions are the main driver or if the suggested features would actually move them. Other factors like platform business models or developmental stages could be equally important, but they aren't weighed. The argument assumes norms are load-bearing without showing why.\n\nThis is for HCI researchers focused on youth platforms and alternative designs. Someone looking for a norms lens on why current interventions fall short would find the framing usable.\n\nIt should go to peer review. The logic holds together and the proposal is concrete enough to generate discussion and guide follow-up studies.","headline":"Conceptual argument applying social norms theory to youth social media, pushing for independent platforms via co-design, but stays at the hypothesis stage with no data.","tokens_in":2254,"tokens_out":355,"would_cite":false,"duration_ms":22753,"reading_group":"maybe","serious_thinker":"yes","would_accept_peer_review":true},"rs_alignment":null,"lean_confirmation":null,"pith_extraction":{"msc":[],"pacs":[],"model":"grok-4.3","headline":"Youth social media behavior is driven by platform norms that create pluralistic ignorance, overriding private desires for authentic expression.","keywords":["social norms","youth","social media","platform design","pluralistic ignorance","authentic expression","design interventions"],"falsifier":"Measure whether redesigning a platform to alter perceived norms increases authentic self-expression and trust behaviors among youth, or whether those behaviors stay absent even after the normative shift.","tokens_in":2583,"feed_emoji":"📱","tokens_out":601,"duration_ms":23687,"temperature":0.7,"pith_summary":"The paper argues that the mismatch between what young people say they want on social media and how they actually behave stems from social norms, not personal failings. Platform norms lead youth to follow behaviors they privately reject because they assume others expect it. Design features for privacy or connection only work if the surrounding norms reinforce them, so relational goals must be handled as collective signals. A broad societal norm that defines social media as mainstream platforms limits options to fixing those existing sites. These points together call for building an independent platform whose features make trusted connections the explicit purpose of the space.","feed_headline":"Platform norms trap youth in behaviors they reject","feed_subtitle":"Social norms produce pluralistic ignorance that overrides private preferences for authentic self-expression and trust.","key_machinery":"Social norms approach that treats platform norms and pluralistic ignorance as the governing constraints on youth engagement.","core_discovery":"Platform norms constrain individual behavior, producing a pluralistic ignorance in which youth enact norms they privately reject. Design interventions are shaped by existing norms, so relational goals such as privacy must be treated as social norms rather than individual settings. A societal norm equating social media with mainstream platforms confines policy and design to mitigating those platforms rather than envisioning alternatives. These claims support engaging youth to design and build an evidence-based independent platform that signals building trusted connections as the space's purpose.","pith_inferences":["If normative constraints are lifted, youth may shift toward the authentic behaviors they already claim to prefer.","The same normative dynamics could shape engagement on other digital platforms or with adult users.","Direct tests could compare user behavior on a norms-aware platform versus standard ones while holding technical features constant."],"forward_implications":["Design interventions succeed or fail depending on the normative environment around them.","Privacy and trust features must be implemented as social norms rather than personal settings.","Policy efforts should move beyond fixing mainstream platforms to support alternative spaces.","An independent platform with consistent signals for trusted connections can reduce pluralistic ignorance."],"fun_headline_variants":["Norms trap youth in behaviors they reject","Pluralistic ignorance overrides private youth preferences","Design privacy as collective social norm not individual","Challenge mainstream platform norm for better alternatives","Youth design platforms signaling trusted connections"],"cache_read_input_tokens":2112,"weakest_assumption_plain":"The main obstacle to authentic engagement is normative pressure from platforms and peers rather than technical, economic, or developmental factors that would remain even if norms changed.","fun_headline_variants_meta":{"raw":{"variants":["Norms trap youth in behaviors they reject","Pluralistic ignorance overrides private youth preferences","Design privacy as collective social norm not individual","Challenge mainstream platform norm for better alternatives","Youth design platforms signaling trusted connections"]},"model":"grok-4.3","cost_usd":0.007544,"raw_usage":{"total_tokens":3449,"prompt_tokens":648,"num_sources_used":0,"completion_tokens":60,"cost_in_usd_ticks":75437000,"prompt_tokens_details":{"text_tokens":648,"audio_tokens":0,"image_tokens":0,"cached_tokens":256},"completion_tokens_details":{"audio_tokens":0,"reasoning_tokens":2741,"accepted_prediction_tokens":0,"rejected_prediction_tokens":0}},"tokens_in":648,"tokens_out":60,"duration_ms":25299,"temperature":1.0,"reasoning_tokens":2741,"cache_read_input_tokens":256,"cache_creation_input_tokens":0},"cache_creation_input_tokens":0},"created_at":"2026-07-03T07:01:20.307529+00:00","model_set":{"reader":"grok-4.3"},"falsifier":"Measure whether redesigning a platform to alter perceived norms increases authentic self-expression and trust behaviors among youth, or whether those behaviors stay absent even after the normative shift.","supporting_citations":[],"review_version":1}