{"id":"W4394631139","doi":"10.17118/11143/20529","title":"La pédagogie régénératrice et réparatrice","year":2023,"lang":"fr","type":"article","venue":"Anthropologie des savoirs des Suds","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":"Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.006392266,0.0003931173,0.0004410023,0.0002726086,0.002612225,0.0001857784,0.0007313521,0.0007714523,0.001140437],"category_scores_gemma":[0.005014723,0.0004249147,0.0002688619,0.003285675,0.03343979,0.0007795074,0.0001759944,0.0007003596,0.002003926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005608607,"about_ca_system_score_gemma":0.00121079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004684828,"about_ca_topic_score_gemma":0.001375658,"domain_scores_codex":[0.9934974,0.003469158,0.0005403645,0.0006944349,0.0004534277,0.001345249],"domain_scores_gemma":[0.98892,0.009788298,0.0002386145,0.0003864315,0.0003899142,0.00027679],"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":[0.00001776327,0.0005184957,0.04684124,0.0002985759,0.0002567782,0.00009681384,0.1981228,0.0002856175,0.00008395844,0.6080373,0.07809138,0.06734926],"study_design_scores_gemma":[0.0003312455,0.0002496803,0.03134128,0.0001080244,0.0001268358,0.0000329467,0.5800828,0.00008802937,0.00005838308,0.07910267,0.307888,0.0005901539],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.646516,0.02528223,0.001175686,0.1111732,0.01495223,0.0004768354,0.0001354446,0.001123931,0.1991644],"genre_scores_gemma":[0.849917,0.1138645,0.003866674,0.0006882232,0.002445063,0.00006227944,0.00009764935,0.00005557041,0.02900307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5289347,"threshold_uncertainty_score":0.9998203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5105356096250043,"score_gpt":0.5611145706318896,"score_spread":0.0505789610068853,"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."}}