{"id":"W4285285676","doi":"10.7202/1088807ar","title":"Vers des processus coopératifs émancipatoires au sein des établissements scolaires. Analyse d’une recherche-action centrée sur le développement de compétences d’autoévaluation","year":2022,"lang":"fr","type":"article","venue":"Recherches qualitatives","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Sociology; Philosophy","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":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.0472531,0.0003958037,0.0005083093,0.0002780233,0.00323904,0.0001695555,0.0005857038,0.0003627632,0.0002945471],"category_scores_gemma":[0.0146346,0.0004620117,0.0002046779,0.003064454,0.003504692,0.001270841,0.0001018241,0.000886033,0.00002740213],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.008463977,"about_ca_system_score_gemma":0.01026057,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04361759,"about_ca_topic_score_gemma":0.0134226,"domain_scores_codex":[0.9600946,0.03640014,0.0009223937,0.0006772595,0.0009730089,0.0009325485],"domain_scores_gemma":[0.9838992,0.01379162,0.0008119582,0.0002266421,0.0009913696,0.0002792559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007976107,0.0009743469,0.02013982,0.0003680719,0.0003991637,0.000002379271,0.89617,0.001397107,0.0006620164,0.01306028,0.001122137,0.06562489],"study_design_scores_gemma":[0.0007181295,0.0003494278,0.03426136,0.000251311,0.0001654661,0.000003359006,0.8398806,0.0008764047,0.0005778696,0.1120691,0.01036226,0.0004846123],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.935886,0.009379692,0.009012271,0.03879086,0.001779415,0.000712465,0.00005202032,0.000124503,0.00426273],"genre_scores_gemma":[0.8759847,0.004425976,0.1089124,0.0005117962,0.0009784023,0.0005691464,0.0001907714,0.00005676527,0.00836998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09990013,"threshold_uncertainty_score":0.9997832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8463183813847094,"score_gpt":0.5908070550675807,"score_spread":0.2555113263171287,"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."}}