{"id":"W1571562973","doi":"10.7202/029938ar","title":"Guibert, P., Lazuech, G. et Rimbert, F. (2008). Enseignants débutants : « Faire ses classes ». L’insertion professionnelle des professeurs du second degré. Rennes : Presses universitaires de Rennes.","year":2009,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Sociology; Art; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004496768,0.0008967299,0.0005320464,0.002672317,0.004124415,0.005813593,0.001960802,0.006071399,0.03024672],"category_scores_gemma":[0.0100181,0.00061876,0.0003730537,0.003325605,0.005394429,0.009645998,0.002730238,0.006834042,0.00916766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003962996,"about_ca_system_score_gemma":0.005740133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0805705,"about_ca_topic_score_gemma":0.1165066,"domain_scores_codex":[0.9980407,0.0006223748,0.00009285326,0.000226157,0.000771748,0.0002461269],"domain_scores_gemma":[0.9933386,0.003478994,0.0005986879,0.0001982249,0.001617862,0.0007675365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00008339624,0.00003988716,0.00195064,0.0004796816,0.00001378441,0.000172032,0.009900367,0.00006296447,0.0002682118,0.04226629,0.7633497,0.1814132],"study_design_scores_gemma":[0.00001581268,0.00003045011,0.008098354,0.0006427888,0.00001136125,0.0002338213,0.004013998,0.00002375341,0.0002470378,0.007612017,0.9790462,0.00002432176],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002612509,0.63016,0.003716952,0.2919413,0.008780507,0.00004015836,0.0004431503,0.0002147578,0.0620906],"genre_scores_gemma":[0.1383932,0.4827296,0.01032847,0.05106344,0.009784075,0.0002268865,0.0005968733,0.0006845882,0.3061928],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0805705,"threshold_uncertainty_score":0.160203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4326328225931304,"score_gpt":0.4612081822627331,"score_spread":0.02857535966960273,"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."}}