{"id":"W4254497270","doi":"10.1017/cbo9781107110311.008","title":"Conclusions","year":2014,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Artificial Intelligence in Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Medicine","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":[0.002668177,0.0008289879,0.0005551766,0.001715786,0.002869529,0.007096224,0.00224652,0.003535999,0.2382726],"category_scores_gemma":[0.009382103,0.0002856374,0.001063143,0.001593726,0.001296645,0.005040129,0.00350852,0.002961404,0.0880245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004507323,"about_ca_system_score_gemma":0.00419002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005754204,"about_ca_topic_score_gemma":0.006996895,"domain_scores_codex":[0.9975032,0.0003892708,0.0001256479,0.0006703446,0.0009417583,0.0003696748],"domain_scores_gemma":[0.9971494,0.0004765742,0.0001268846,0.0004209717,0.001399631,0.000426521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002216597,0.0000925991,0.002153275,0.0009761779,0.00004216094,0.0003911177,0.002086365,0.0005960481,0.000574392,0.278724,0.4916439,0.2224982],"study_design_scores_gemma":[0.000009867756,0.0000156765,0.0007757806,0.0004315127,0.00001096138,0.0001014219,0.0007154749,0.00009365543,0.0003221692,0.02364676,0.9738681,0.000008623249],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00400224,0.008241701,0.008585059,0.04367453,0.010017,0.0002036426,0.003312974,0.0006109055,0.9213519],"genre_scores_gemma":[0.08692254,0.01269762,0.01326935,0.03136014,0.003011219,0.0003820282,0.007070141,0.0008946066,0.8443924],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2382726,"threshold_uncertainty_score":0.7971013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05302669123379446,"score_gpt":0.2703812675450766,"score_spread":0.2173545763112822,"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."}}