{"id":"W4221029177","doi":"10.4000/ree.10664","title":"S’Orienter : l’orientation en groupe comme espace de développement de la capacité à réaliser des choix éducatifs et professionnels","year":2022,"lang":"fr","type":"article","venue":"Recherches en éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004488029,0.0003988268,0.0002916435,0.0008903047,0.004040518,0.004063434,0.0008450699,0.0009506271,0.01219641],"category_scores_gemma":[0.006213184,0.0002219742,0.0004045638,0.0008536059,0.006599966,0.002260072,0.002389956,0.002163975,0.001110319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01274609,"about_ca_system_score_gemma":0.02415973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.296725,"about_ca_topic_score_gemma":0.4819745,"domain_scores_codex":[0.9971233,0.001459088,0.00005987222,0.0002581309,0.0006840195,0.0004155238],"domain_scores_gemma":[0.9948149,0.0012938,0.0005419601,0.0003826561,0.001586351,0.001380224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002692995,0.0006075263,0.07774384,0.001256863,0.0001115488,0.0005997239,0.5582643,0.0005954425,0.005950188,0.1027502,0.01530301,0.2365481],"study_design_scores_gemma":[0.00009665319,0.000697122,0.340868,0.002123132,0.000171508,0.0003050593,0.3226238,0.000752971,0.002523585,0.01971382,0.3099811,0.0001431338],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.728391,0.003121012,0.01234906,0.0175818,0.0003938966,0.0004420832,0.0001713175,0.0001132568,0.2374366],"genre_scores_gemma":[0.9458969,0.00149405,0.003919382,0.001574837,0.00003321049,0.0002011425,0.0000719522,0.00004265817,0.04676584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.296725,"threshold_uncertainty_score":0.5899958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4610809752605501,"score_gpt":0.5537123696263343,"score_spread":0.09263139436578416,"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."}}