{"id":"W1616571952","doi":"","title":"A Study of Interaction Between Network Opinion and Judicial Progress: Perspective From Judgments of Several Criminal Cases","year":2015,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Legal Studies and Policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public opinion; Judicial opinion; Value (mathematics); Independence (probability theory); Law; Perspective (graphical); Judicial independence; Economic Justice; Criminal justice; Political science; Psychology; Sociology; Public relations; Computer science; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004547042,0.0002488529,0.0003253517,0.00208503,0.002540214,0.003522399,0.0006748883,0.001191983,0.006229154],"category_scores_gemma":[0.01971256,0.0001273348,0.0004669008,0.002394296,0.002953896,0.003618136,0.001456048,0.001699399,0.0003685455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002798156,"about_ca_system_score_gemma":0.001331529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008978354,"about_ca_topic_score_gemma":0.01155136,"domain_scores_codex":[0.9958449,0.002724279,0.00009659425,0.0003727236,0.0005416966,0.000419818],"domain_scores_gemma":[0.9729543,0.02165236,0.002412005,0.0003547781,0.001622916,0.001003637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009135962,0.001634285,0.2878316,0.0004985956,0.0003352255,0.006115512,0.1943553,0.008762239,0.002653296,0.3784959,0.009351979,0.1090525],"study_design_scores_gemma":[0.00006312885,0.0009649075,0.4288247,0.0003275092,0.0003066278,0.0009418414,0.3097307,0.03714452,0.001292007,0.1937584,0.02643336,0.0002122351],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9433737,0.0005603241,0.003046374,0.002507735,0.00003372702,0.00005225049,0.0001446316,0.000005702072,0.05027556],"genre_scores_gemma":[0.9979483,0.0001855105,0.000515021,0.00006938574,0.00002656138,0.00001435516,0.00003997821,0.000003006676,0.001197847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9974598,"threshold_uncertainty_score":0.02404737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2399750811161651,"score_gpt":0.4900615948856928,"score_spread":0.2500865137695277,"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."}}