{"id":"W2808724052","doi":"10.1522/rhe.v2i1.46","title":"Premiers pas vers l’insertion socioprofessionnelle","year":2018,"lang":"fr","type":"article","venue":"Revue hybride 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 Chicoutimi","funders":"","keywords":"Humanities; Political science; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003588578,0.0001976911,0.0002055459,0.0001068145,0.001426123,0.00006305923,0.000288431,0.0003253811,0.001000036],"category_scores_gemma":[0.001356247,0.0002498488,0.0001332508,0.000523477,0.00164772,0.0005150171,0.0000262237,0.0003181613,0.0008839355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001610169,"about_ca_system_score_gemma":0.001437349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00155141,"about_ca_topic_score_gemma":0.0004997248,"domain_scores_codex":[0.9970899,0.001213,0.0004099904,0.0004467726,0.0002458788,0.000594489],"domain_scores_gemma":[0.9979164,0.0007303687,0.0003353609,0.000297743,0.0004969228,0.0002231837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001498734,0.000366292,0.008398276,0.000190907,0.00008619233,0.000001060591,0.6228077,0.00001938575,0.0006413303,0.2373153,0.1051432,0.02501543],"study_design_scores_gemma":[0.0003250369,0.0001106306,0.02255234,0.0004588614,0.0001322484,0.00001811547,0.4726827,0.0005695675,0.0003589315,0.02482218,0.4775316,0.0004378204],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8124942,0.001627913,0.001422919,0.1013219,0.03516806,0.0004307936,0.00001507323,0.0001232613,0.04739594],"genre_scores_gemma":[0.9334508,0.001676574,0.002876138,0.001495497,0.01838828,0.00007863068,0.0001167378,0.00003364573,0.04188369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3723885,"threshold_uncertainty_score":0.9999954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3377001517993374,"score_gpt":0.4730752296521258,"score_spread":0.1353750778527884,"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."}}