{"id":"W4396686714","doi":"10.29173/mlj1255","title":"Conclusion","year":2021,"lang":"en","type":"article","venue":"Manitoba Law Journal","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Calgary; University of New Brunswick","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004046703,0.000119609,0.000151858,0.0000422626,0.0005559457,0.0002588887,0.0001881862,0.00005585587,0.005909132],"category_scores_gemma":[0.00007090087,0.0001095752,0.0001168655,0.0001835564,0.00006784608,0.0002546175,0.0001735408,0.0004465726,0.006430278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002021884,"about_ca_system_score_gemma":0.00007744646,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005330118,"about_ca_topic_score_gemma":0.03756879,"domain_scores_codex":[0.9986281,0.0001754685,0.000257685,0.0001529696,0.0004667454,0.0003190476],"domain_scores_gemma":[0.9991043,0.00003799547,0.0001190843,0.0002143771,0.0003206467,0.0002036199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002533213,0.0008907276,0.01321953,0.00004388408,0.0004200377,0.02763247,0.0009034723,0.0002735824,0.4655295,0.1896468,0.2127572,0.08842941],"study_design_scores_gemma":[0.002020313,0.00008345731,0.005547344,0.0001046056,0.00007775784,0.02154981,0.008672141,0.0001311221,0.05579526,0.01680122,0.8888046,0.000412357],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8251042,0.0007772756,0.0002538416,0.000784278,0.001487867,0.00005619704,0.00000904452,0.000117817,0.1714094],"genre_scores_gemma":[0.9964487,0.00002514075,0.00127638,0.0008543723,0.001174816,9.966886e-7,0.000006777431,0.00005865875,0.0001541395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6760474,"threshold_uncertainty_score":0.9949996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02121456554492958,"score_gpt":0.254064919833124,"score_spread":0.2328503542881944,"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."}}