{"id":"W3122427504","doi":"10.3917/riej.085.0271","title":"M. St-Hilaire , Les positivismes juridiques au XX e siècle. Normativismes, sociologismes, réalismes , coll. Dikè, Presses universitaires de Laval, 2020, 92 p.","year":2021,"lang":"fr","type":"article","venue":"Revue interdisciplinaire d études juridiques","topic":"Law in Society and Culture","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Physics; Humanities; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.001398398,0.001236958,0.00156378,0.00006485442,0.003777431,0.0007105488,0.001670108,0.001707767,0.0009605152],"category_scores_gemma":[0.0004488681,0.001259467,0.001432998,0.001090427,0.003894896,0.00202362,0.00180495,0.001563143,0.0001040377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002712549,"about_ca_system_score_gemma":0.004715445,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003346769,"about_ca_topic_score_gemma":0.0227612,"domain_scores_codex":[0.992166,0.002129174,0.001222908,0.001577409,0.0008811151,0.002023327],"domain_scores_gemma":[0.9953042,0.0011091,0.0008289891,0.0009540667,0.001098437,0.0007052391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001157034,0.001009356,0.004737449,0.001687717,0.001212885,0.001125106,0.05512121,0.0001366214,0.0007775409,0.0821121,0.8247789,0.0271854],"study_design_scores_gemma":[0.0007474823,0.0005698713,0.007881037,0.005760266,0.001009751,0.0002964957,0.02243098,0.0001317298,0.009072712,0.7305628,0.2193281,0.002208782],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1150452,0.05792945,0.0003669524,0.7858735,0.00258701,0.0008852787,0.0010179,0.0009980485,0.0352966],"genre_scores_gemma":[0.9098053,0.06273823,0.001905328,0.0008441458,0.003267294,0.0001021885,0.0003641741,0.0001505995,0.02082277],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.79476,"threshold_uncertainty_score":0.9999527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01742712893967834,"score_gpt":0.28586868795352,"score_spread":0.2684415590138416,"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."}}