{"id":"W4413790748","doi":"10.7202/1119322ar","title":"Comprendre et définir le savoir expérientiel","year":2025,"lang":"fr","type":"article","venue":"Aequitas Revue de développement humain handicap et changement social","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy; Humanities","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008060566,0.0004803289,0.000604387,0.000331491,0.002703477,0.0002622774,0.0007543485,0.0005147111,0.001555454],"category_scores_gemma":[0.0005550456,0.0006307648,0.0003483774,0.0009521235,0.001809144,0.0003984004,0.0003577228,0.0006446464,0.0001420281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001396031,"about_ca_system_score_gemma":0.00177422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006543051,"about_ca_topic_score_gemma":0.001576951,"domain_scores_codex":[0.9937892,0.0025588,0.0008527956,0.0008226351,0.0006315165,0.001345056],"domain_scores_gemma":[0.9975732,0.001125534,0.0004987466,0.0003106311,0.0002669279,0.0002249615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001235487,0.0005846582,0.001860637,0.0002391424,0.0003418163,0.000004206394,0.1458754,0.000007214199,0.0000501112,0.6623923,0.1814263,0.007205822],"study_design_scores_gemma":[0.001661171,0.0001397922,0.009830276,0.0005259807,0.0002415232,0.000001659311,0.1478415,0.00003596232,0.00005099674,0.05063106,0.7884108,0.0006293039],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04016151,0.006245677,0.007817257,0.7378538,0.01217139,0.001439614,0.0002344029,0.0002124143,0.193864],"genre_scores_gemma":[0.8759609,0.008179765,0.006942998,0.0199178,0.008788609,0.001099418,0.00134482,0.00009761517,0.07766806],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8357994,"threshold_uncertainty_score":0.9996144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2606061084516719,"score_gpt":0.4865554863906137,"score_spread":0.2259493779389418,"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."}}