{"id":"W6991061958","doi":"","title":"Expert evidence or expert decisions? Measuring the impact of expert evidence on criminal proceedings outcomes in the Provincial Court of Manitoba","year":2021,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Jury Decision Making Processes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Injustice; Expert witness; Criminal justice; Knowledge base; Expert system; Subject-matter expert","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012609,0.0002247658,0.0004498709,0.002376079,0.004421513,0.004229291,0.001481229,0.0007288241,0.002320867],"category_scores_gemma":[0.08324318,0.0002025917,0.000289216,0.003242909,0.00311388,0.0009860246,0.002227615,0.001558924,0.000263006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03230393,"about_ca_system_score_gemma":0.04562568,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9047974,"about_ca_topic_score_gemma":0.9649204,"domain_scores_codex":[0.9884261,0.004758439,0.0003249063,0.0004231349,0.004214695,0.001852898],"domain_scores_gemma":[0.9367864,0.03164471,0.01003491,0.001543908,0.01412385,0.005866302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002943007,0.0004467455,0.9001683,0.0001477624,0.0001779486,0.0002592916,0.03121301,0.002054248,0.0004840431,0.005334429,0.003027651,0.05639229],"study_design_scores_gemma":[0.00001206733,0.0001216961,0.970811,0.0001716633,0.00005622856,0.00003710853,0.02404385,0.00136192,0.000294729,0.001007546,0.002052198,0.00002994947],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851913,0.0002551497,0.0001140159,0.001950906,0.00001044526,0.00005963263,0.0001183644,0.000002626823,0.01229755],"genre_scores_gemma":[0.9977468,0.000191488,0.0002481044,0.0001250282,0.000005604817,0.00001945987,0.00006228146,0.000001788828,0.001599435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09520262,"threshold_uncertainty_score":0.2343825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1418144986157516,"score_gpt":0.3718808477960686,"score_spread":0.230066349180317,"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."}}