{"id":"W2916175546","doi":"10.18162/fp.2019.463","title":"Introduction au dossier : La profession enseignante dans des contextes marques par l’adversite : Regards croises","year":2019,"lang":"fr","type":"article","venue":"Formation et profession","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political science; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.005852295,0.0002889728,0.0003134187,0.0001693084,0.001906827,0.0001010977,0.0002647161,0.0005341332,0.0008437737],"category_scores_gemma":[0.0007559725,0.0002624883,0.0001390792,0.000561449,0.00132903,0.003703104,0.00009256996,0.0005533524,0.0004896686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006502968,"about_ca_system_score_gemma":0.0007620365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000477551,"about_ca_topic_score_gemma":0.0002710834,"domain_scores_codex":[0.9940022,0.003873033,0.0006135821,0.0004211562,0.0005111523,0.000578871],"domain_scores_gemma":[0.9975091,0.0008948263,0.0006135788,0.0002946308,0.0005344144,0.0001534615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008622017,0.0003377813,0.04283098,0.0007391276,0.00005728477,8.277326e-7,0.7677336,0.00004490697,0.002813351,0.142248,0.01909819,0.02400963],"study_design_scores_gemma":[0.0008555125,0.0001820352,0.11205,0.001878326,0.00007605489,0.0000137194,0.6461408,0.0004011414,0.001737618,0.008168227,0.2280148,0.0004817428],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9131823,0.0008974283,0.001475096,0.04326664,0.01050686,0.0008757261,0.00002551256,0.0001518467,0.02961863],"genre_scores_gemma":[0.9304655,0.001692524,0.001542216,0.0003583859,0.003583058,0.00007422169,0.0002980752,0.00002863662,0.06195743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2089166,"threshold_uncertainty_score":0.9999827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07572709197705228,"score_gpt":0.4083128742128876,"score_spread":0.3325857822358353,"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."}}