{"id":"W3097529905","doi":"10.4000/formationemploi.8124","title":"La SEGPA : des socialisations professionnelles précoces au collège","year":2020,"lang":"fr","type":"article","venue":"Formation emploi","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Humanities; Political science; Art","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001730031,0.000163805,0.0001893127,0.00005604003,0.002201797,0.00009623508,0.0002427288,0.0002965116,0.0006474276],"category_scores_gemma":[0.001415543,0.0001767975,0.0001091883,0.0006682886,0.00203508,0.001370533,0.00003654971,0.0002580076,0.0004229689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002929495,"about_ca_system_score_gemma":0.0009728684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004201066,"about_ca_topic_score_gemma":0.0004907832,"domain_scores_codex":[0.9972441,0.001405153,0.0004389563,0.000204418,0.0003255517,0.0003817902],"domain_scores_gemma":[0.9979261,0.001159632,0.0002885515,0.00008851896,0.0003134798,0.0002237764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000003610492,0.00007882372,0.006809522,0.0001738431,0.00003306144,2.706641e-7,0.6760854,0.00005767499,0.00001764252,0.2937485,0.01427878,0.008712829],"study_design_scores_gemma":[0.0003349501,0.00006655882,0.01947549,0.0001556437,0.00006254913,0.000002609521,0.6449825,0.0004358263,0.00003925131,0.03416316,0.2999958,0.0002856634],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6468698,0.001369322,0.008288696,0.2524722,0.004202844,0.0007389755,0.0001296251,0.0002739633,0.08565459],"genre_scores_gemma":[0.9853815,0.0006829154,0.004016974,0.001566253,0.00449599,0.00009267775,0.0001542841,0.00001947494,0.003589925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3385117,"threshold_uncertainty_score":0.9990972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3988911932088403,"score_gpt":0.4748130472707019,"score_spread":0.07592185406186158,"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."}}