{"id":"W2979413173","doi":"","title":"Transitions professionnelles et recompositions identitaires dans les métiers de l'enseignement et de l'éducation. Editorial","year":2011,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":3,"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":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":[],"category_scores_codex":[0.01222399,0.0004224189,0.0003672464,0.0002116899,0.002676984,0.0006238403,0.001283413,0.0005832874,0.000967951],"category_scores_gemma":[0.002063974,0.0004896393,0.0003707375,0.0005342808,0.0009483118,0.0006394677,0.0003898918,0.001289972,0.00009972221],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001417356,"about_ca_system_score_gemma":0.006419805,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08863483,"about_ca_topic_score_gemma":0.09443987,"domain_scores_codex":[0.9762539,0.02092929,0.0007431158,0.0007009028,0.0007134386,0.0006593858],"domain_scores_gemma":[0.9917249,0.003619141,0.000822451,0.001083543,0.002309585,0.0004403868],"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":[0.00001088747,0.001123538,0.0007434111,0.00007372121,0.0001003578,7.910597e-7,0.3705201,0.0001341293,0.0008780248,0.5802,0.04537074,0.0008443175],"study_design_scores_gemma":[0.0008737663,0.000004343184,0.03231399,0.00491127,0.0006781259,0.00002737509,0.1504175,0.001035491,0.005603557,0.1852529,0.617389,0.001492688],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1632605,0.001495989,0.08735735,0.3848889,0.01794152,0.001113008,0.0003658652,0.0002909797,0.343286],"genre_scores_gemma":[0.8794447,0.006687191,0.07091858,0.0009718837,0.00281954,0.0005748319,0.001134604,0.00009247957,0.03735618],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7161843,"threshold_uncertainty_score":0.9999453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04505240168766057,"score_gpt":0.3439340332551346,"score_spread":0.298881631567474,"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."}}