{"id":"W4390676587","doi":"10.7202/1108309ar","title":"Éléments de science ‘patajuridique","year":2023,"lang":"fr","type":"article","venue":"Communitas","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Reflexivity; Relation (database); Raising (metalworking); Sociology; Order (exchange); Reading (process); Epistemology; Law; Philosophy; Political science; Social science; Computer science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01415275,0.0001993498,0.0003276581,0.0002064314,0.004212343,0.00002954189,0.001151339,0.0007593894,0.001209653],"category_scores_gemma":[0.002972403,0.0002022654,0.00008470767,0.002371107,0.001216741,0.0003048714,0.0009605903,0.004979686,0.006906121],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008605607,"about_ca_system_score_gemma":0.007194837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004436025,"about_ca_topic_score_gemma":0.000420428,"domain_scores_codex":[0.9933771,0.003515619,0.0005506511,0.0002593425,0.0005094148,0.001787863],"domain_scores_gemma":[0.9947425,0.00266357,0.0001420983,0.001355341,0.0002989479,0.0007975409],"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":[0.00001246315,0.0002122237,0.01702724,0.001340769,0.00003160537,0.0000604148,0.1740923,0.000008637853,0.0003782753,0.02799844,0.7488863,0.02995132],"study_design_scores_gemma":[0.000777493,0.0001540511,0.07043836,0.001332531,0.00003435663,0.000007277026,0.07531654,0.00134403,0.00008040629,0.003820097,0.8464667,0.000228223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8175102,0.004824366,0.0001382567,0.08874612,0.005361421,0.0008378674,0.0001044671,0.0003685273,0.08210882],"genre_scores_gemma":[0.9061688,0.01249292,0.001244906,0.05483805,0.000967948,0.00009503715,0.00008474915,0.00006216622,0.0240454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09877576,"threshold_uncertainty_score":0.9997033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1340247959349058,"score_gpt":0.4894785994093679,"score_spread":0.3554538034744622,"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."}}