{"id":"W4281740472","doi":"10.3917/agora.091.0007","title":"Jeunesse, récit d’insertion et nécessité de l’étude longitudinale","year":2022,"lang":"fr","type":"article","venue":"Agora débats/jeunesses","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Réseau Technoscience","funders":"","keywords":"Humanities; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06713542,0.0007774271,0.001449501,0.00447045,0.006921037,0.006402317,0.002455021,0.001743747,0.007257699],"category_scores_gemma":[0.1097764,0.001052682,0.001390445,0.004818091,0.003987798,0.005824933,0.005105509,0.003400197,0.001445992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004789825,"about_ca_system_score_gemma":0.01243227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03855166,"about_ca_topic_score_gemma":0.05960167,"domain_scores_codex":[0.9432518,0.03615979,0.005532883,0.005026685,0.007938864,0.00208986],"domain_scores_gemma":[0.8927337,0.05287864,0.01084803,0.0142229,0.0261907,0.003125969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009126223,0.000647035,0.403219,0.005162457,0.001107116,0.001529679,0.34447,0.0004279533,0.003074365,0.05431615,0.01224135,0.1728923],"study_design_scores_gemma":[0.0001606411,0.001837218,0.4657772,0.01121513,0.0009665564,0.001579329,0.2797452,0.0009008162,0.003934121,0.02097194,0.2125881,0.0003237021],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8144708,0.03524201,0.07111565,0.0217896,0.004690516,0.005873185,0.00515007,0.0002056338,0.04146255],"genre_scores_gemma":[0.8929477,0.007107334,0.04318637,0.006002781,0.0008342589,0.01934208,0.001643592,0.0001857243,0.02875008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06713542,"threshold_uncertainty_score":0.3550503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1862545726221015,"score_gpt":0.4421529678140802,"score_spread":0.2558983951919787,"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."}}