{"id":"W1578786264","doi":"10.24452/sjer.31.2.5099","title":"L’insertion professionnelle en enseignement : Validation d’un modèle inspiré de Bronfenbrenner","year":2009,"lang":"fr","type":"article","venue":"Swiss Journal of Educational Research","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Humanities; Sociology; Psychology; Political science; 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":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01672448,0.0001856039,0.0002605452,0.0005075746,0.001507247,0.0001222362,0.000611839,0.0003426155,0.00452676],"category_scores_gemma":[0.008449801,0.0001866552,0.0001776965,0.0009980368,0.0008665612,0.0007400349,0.00003761541,0.001146485,0.0001547765],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001901227,"about_ca_system_score_gemma":0.007503058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003427659,"about_ca_topic_score_gemma":0.00003404988,"domain_scores_codex":[0.9922588,0.004274647,0.0008277853,0.0002893125,0.00157554,0.0007739509],"domain_scores_gemma":[0.9904128,0.005663954,0.000486991,0.0002029295,0.002791872,0.0004414201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009000666,0.003558135,0.009903779,0.00008468959,0.0001600708,0.00000297084,0.1119444,0.0005034182,0.004037528,0.7579302,0.07330476,0.03848004],"study_design_scores_gemma":[0.0008281562,0.0009469762,0.2748972,0.0008448217,0.00008659712,0.00007876287,0.1508,0.0001743346,0.001087342,0.513518,0.05632972,0.0004080179],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.550138,0.006741203,0.0003549087,0.4203539,0.003863884,0.0003271988,0.000006868058,0.000005870176,0.01820813],"genre_scores_gemma":[0.9633745,0.002667665,0.006733312,0.0005138568,0.01107617,0.00002642042,0.00003207162,0.00001842503,0.0155576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4198401,"threshold_uncertainty_score":0.9999024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3659515152227126,"score_gpt":0.5346267222166191,"score_spread":0.1686752069939065,"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."}}