{"arxiv_id":"2305.08785","incoming":{"papers":1,"sentences":2,"groups":[],"unlabelled_sentences":2},"outgoing":{"papers":3,"sentences":4,"groups":[{"kind":"contests","label":"Contests","papers":1,"sentences":1,"quotes":[{"arxiv_id":"1708.06374","title":"On a Formal Model of Safe and Scalable Self-driving Cars","url":"/paper/1708.06374","section":"RELATED WORK","sentence":"On the one hand, the approach positions itself in such a way that the speed adjustment under the assumption that a person could emerge from any occlusion causes a behavior that is “too defensive” [ref] or “over defensive, non natural driving” [ref] .","intent_p":0.85,"contests_p":0.74}]},{"kind":"background","label":"Cites as background","papers":1,"sentences":1,"quotes":[{"arxiv_id":"1708.06374","title":"On a Formal Model of Safe and Scalable Self-driving Cars","url":"/paper/1708.06374","section":"RELATED WORK","sentence":"An example for the representation of safe vehicle behavior in formal rules is the Responsibility-Sensitive Safety (RSS) assurance framework for validating the safety of automated driving functions [ref] .","intent_p":0.93,"contests_p":null}]}],"unlabelled_sentences":2},"claims":[],"thresholds":{"intent_p":0.8,"supports_p":0.95,"contests_p":0.7},"method":"Citing sentences come from each paper's LaTeX source; every \\cite marks the sentence and the works it cites. Pith's classifier typed each sentence. A label is shown at intent probability 0.8 or more (0.95 for support), a contest at 0.7 or more. Measured accuracy against two blind model families is at https://pith.science/accuracy. The quoted sentences are the citing authors' own.","held_up":null,"_links":{"html":"https://pith.science/paper/2305.08785"}}