{"id":"W6894072011","doi":"10.5281/zenodo.5604572","title":"Comparaison de la perception des exigences professionnelles par les futurs enseignants du primaire à la fin des première, deuxième et troisième années de formation à l'enseignement à Zurich (Suisse)","year":2021,"lang":"fr","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Teacher Professional Development and Motivation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Competence (human resources); Perception; Occupational training; Cohort; Longitudinal study","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":[0.003678871,0.0002940076,0.0003458305,0.002245206,0.001501864,0.001841264,0.0005147075,0.0006232202,0.006463113],"category_scores_gemma":[0.006987508,0.000341653,0.0004898961,0.00142055,0.001129765,0.001319811,0.001899024,0.0007811141,0.0007692376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002063399,"about_ca_system_score_gemma":0.002329614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06633649,"about_ca_topic_score_gemma":0.1181981,"domain_scores_codex":[0.9983443,0.0003629892,0.000131643,0.0002719817,0.0004124688,0.0004766282],"domain_scores_gemma":[0.991181,0.002250425,0.002460989,0.0004796341,0.001901005,0.001726873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001596153,0.0000831221,0.9272411,0.00009117839,0.00003982943,0.0002130448,0.05840238,0.0000602503,0.001012846,0.0003015913,0.000571945,0.01182313],"study_design_scores_gemma":[0.000002188104,0.00007550969,0.9796353,0.00002057013,0.000006072963,0.00002851961,0.0191567,0.00002034158,0.0001047204,0.00001894581,0.0009250322,0.000006144081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987344,0.0001376524,0.00009078986,0.0001124488,0.000008214842,0.00001747665,0.000166991,0.000002494299,0.0007295737],"genre_scores_gemma":[0.9965663,0.0001356397,0.0002100716,0.00003008449,0.00000816872,0.00006501882,0.0002672117,0.000004591751,0.002712779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06633649,"threshold_uncertainty_score":0.1319007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08703880275381286,"score_gpt":0.3142927442816082,"score_spread":0.2272539415277954,"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."}}