{"id":"W4237026227","doi":"10.26226/morressier.5fc64a529e0a135cbed3716b","title":"Deborah Zimmerman, Canada","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sociology; Regional science; Political science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001483345,0.0006406583,0.0007822042,0.00272726,0.009182246,0.006893306,0.0008643891,0.002464719,0.08326475],"category_scores_gemma":[0.00892649,0.0005493098,0.0002900945,0.004671869,0.002588808,0.003127409,0.001228163,0.002608743,0.01721145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03534119,"about_ca_system_score_gemma":0.05057697,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9013904,"about_ca_topic_score_gemma":0.9165002,"domain_scores_codex":[0.9987122,0.0001534868,0.00004389054,0.0003056026,0.0006236946,0.0001610751],"domain_scores_gemma":[0.9944109,0.00139245,0.0001184859,0.0002300176,0.003248615,0.0005994285],"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":[0.00001887657,0.00001265305,0.0004985279,0.00007675981,0.000006813138,0.00005806287,0.0003312465,0.0004032608,0.00007580724,0.1146532,0.8425748,0.04129013],"study_design_scores_gemma":[0.000006687944,0.000001764498,0.0009088532,0.0001118496,0.000006619193,0.00002664158,0.0004803106,0.000395052,0.0001588197,0.01654622,0.9813412,0.00001593438],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005911785,0.06822589,0.005686739,0.233771,0.008832111,0.0001030958,0.005183982,0.0006939319,0.6715914],"genre_scores_gemma":[0.03506339,0.02595603,0.002875944,0.004681608,0.0008222099,0.00003753705,0.0008014525,0.0003950559,0.9293667],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9167352,"threshold_uncertainty_score":0.2785484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0429063094248014,"score_gpt":0.3130212097635767,"score_spread":0.2701149003387753,"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."}}