{"id":"W4255131847","doi":"10.1017/cjlj.2020.17","title":"Humane Driving","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Law & Jurisprudence","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Perspective (graphical); Animal welfare; Engineering ethics; Environmental ethics; Focus (optics); Political science; Sociology; Public relations; Law and economics; Law; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001835347,0.0003128305,0.0001937369,0.0005092375,0.002886969,0.003342492,0.0008339956,0.001925929,0.02543078],"category_scores_gemma":[0.005815296,0.0001832628,0.0002454785,0.000294009,0.003902765,0.003084913,0.003374832,0.001503992,0.004981634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001787719,"about_ca_system_score_gemma":0.002415724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01625084,"about_ca_topic_score_gemma":0.02255026,"domain_scores_codex":[0.9974733,0.0007004756,0.00007264983,0.0004026743,0.0009824204,0.0003684129],"domain_scores_gemma":[0.9974287,0.00051212,0.0001761228,0.0003800894,0.001053593,0.0004493617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005447611,0.0001160011,0.008605902,0.0003095501,0.0000344027,0.0006547924,0.01102193,0.001060317,0.001135662,0.6694993,0.1410373,0.1664705],"study_design_scores_gemma":[0.000003987349,0.00005066823,0.003039213,0.0001810651,0.000004982776,0.0005689548,0.003826294,0.0003604789,0.0003006877,0.0357823,0.9558614,0.00002003323],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02133371,0.00341086,0.01204239,0.03303714,0.001311283,0.00009371249,0.000319086,0.0001433575,0.9283084],"genre_scores_gemma":[0.7294087,0.006048838,0.006877601,0.01612341,0.0006990022,0.0001466244,0.0005867492,0.00009425198,0.2400148],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02543078,"threshold_uncertainty_score":0.08507442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04474193502420136,"score_gpt":0.3624172305370065,"score_spread":0.3176752955128052,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}