{"id":"W4239874989","doi":"10.1177/1365712718765194","title":"Case commentaries","year":2018,"lang":"en","type":"article","venue":"The International Journal of Evidence & Proof","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.001210829,0.0000436159,0.00006894024,0.00004209697,0.0006140607,0.0001269112,0.0004727773,0.00001873988,0.0003533738],"category_scores_gemma":[0.001006273,0.00002244757,0.00007064715,0.0000907782,0.0006556506,0.0004476932,0.00008312369,0.0001040442,0.00001430808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001177362,"about_ca_system_score_gemma":0.0001900126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001193048,"about_ca_topic_score_gemma":0.003831734,"domain_scores_codex":[0.9989505,0.00009891265,0.0002194418,0.00004731927,0.000582881,0.0001009133],"domain_scores_gemma":[0.9981209,0.0004860388,0.0002156866,0.00006944326,0.001063929,0.00004396901],"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":[0.0006731609,0.0002851132,0.01385936,0.00001001271,0.001038007,0.003954201,0.1881434,0.00008827524,0.0005968586,0.2207879,0.4721202,0.09844343],"study_design_scores_gemma":[0.0002723239,0.0002488312,0.0008876409,0.0002218835,0.00006628003,0.002997333,0.01398451,0.00005176762,0.0009560551,0.0124186,0.9677861,0.0001086725],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4009228,0.001924555,0.00171725,0.5706515,0.006129995,0.0002721948,0.000006556753,0.0000189408,0.01835615],"genre_scores_gemma":[0.9945319,0.0001340922,0.0002761518,0.001356114,0.002616062,0.000001363233,9.856356e-8,0.000002652016,0.001081596],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.593609,"threshold_uncertainty_score":0.472292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1983410877336306,"score_gpt":0.4309837070251528,"score_spread":0.2326426192915222,"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."}}