{"id":"W2953494269","doi":"10.22215/etd/2019-13594","title":"Vantage Points: Mock Juror Perception of Body-Worn Camera Video Evidence in Cases Involving Police Use of Force","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Policing Practices and Perceptions","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Officer; Psychology; Perception; Legitimacy; Accountability; Verdict; Misconduct; Use of force; Social psychology; Applied psychology; Political science; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007625315,0.0002324728,0.0004869976,0.0004206384,0.0001927652,0.00008647246,0.0003444343,0.0003804966,0.001179897],"category_scores_gemma":[0.00142866,0.0002352068,0.0001831225,0.0005242787,0.0001289626,0.001760443,0.00003714566,0.0003536914,0.00006369811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002101795,"about_ca_system_score_gemma":0.0005156605,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7360707,"about_ca_topic_score_gemma":0.5430779,"domain_scores_codex":[0.9975891,0.0004310019,0.0006774969,0.0003718735,0.0005623199,0.0003682248],"domain_scores_gemma":[0.9965332,0.001939472,0.0007332144,0.0003758846,0.0003204982,0.00009779116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0008093317,0.0005344583,0.06677618,0.002003208,0.0001374862,0.00000699668,0.8196997,0.0002599474,0.09173601,0.007494955,0.004281697,0.006260045],"study_design_scores_gemma":[0.0005053506,0.0003781665,0.5017563,0.005443004,0.0003825503,0.000006529845,0.486593,0.0005763941,0.0008187107,0.0003383884,0.002173102,0.00102851],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902913,0.0000886751,0.00001690815,0.0002008906,0.0004922673,0.0005307012,0.00004915848,0.00003528947,0.008294838],"genre_scores_gemma":[0.9553028,0.003648722,0.0003816835,0.0001817349,0.0001285571,0.00001788045,0.0001099577,0.00002936074,0.04019932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4349801,"threshold_uncertainty_score":0.9997332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.113666530907998,"score_gpt":0.4155768022864191,"score_spread":0.3019102713784211,"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."}}