{"id":"W4399766353","doi":"10.4000/11ulr","title":"Savoirs pluriels : vers de nouvelles configurations épistémologiques et politiques","year":2024,"lang":"fr","type":"article","venue":"SociologieS","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Political science; Humanities; Sociology; Philosophy","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004894211,0.0002501109,0.0002734601,0.00009644063,0.0008303074,0.0002115147,0.0003437007,0.0007130926,0.000547251],"category_scores_gemma":[0.003490601,0.0002501909,0.000227373,0.0002588136,0.00710853,0.0004682637,0.00004645191,0.0006356082,0.0001940434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005729141,"about_ca_system_score_gemma":0.003206337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002706945,"about_ca_topic_score_gemma":0.0002280158,"domain_scores_codex":[0.995093,0.003267148,0.0003493807,0.0004273765,0.0001795991,0.0006835006],"domain_scores_gemma":[0.9912603,0.008149526,0.00009889896,0.0001663351,0.0002050483,0.0001198907],"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":[0.000001362249,0.00003501674,0.0009746123,0.00006188549,0.0001126765,0.000003671591,0.1943592,0.0000176001,0.00005663704,0.782365,0.02049324,0.001519102],"study_design_scores_gemma":[0.00004690602,0.00007900562,0.003067443,0.0001226331,0.00004829029,0.000004432871,0.4070359,0.00002898061,0.00005692443,0.3333611,0.2559238,0.0002245881],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2110534,0.05367047,0.00190439,0.5024105,0.01126178,0.0004265437,0.0002901591,0.001296674,0.2176861],"genre_scores_gemma":[0.944046,0.03163107,0.004775217,0.002122487,0.003340275,0.0001069434,0.0001085377,0.00002582051,0.01384362],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7329926,"threshold_uncertainty_score":0.9999951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2661893826542802,"score_gpt":0.4998685399820318,"score_spread":0.2336791573277517,"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."}}