{"id":"W4312693767","doi":"10.18162/fp.2022.a270","title":"Quand la recherche rencontre l’action au profit de la littératie de jeunes adultes en formation professionnelle du secondaire","year":2022,"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":true,"ca_institutions":"Université du Québec à Montréal; University of Ottawa","funders":"","keywords":"Political science; Sociology; Humanities; 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"],"consensus_categories":[],"category_scores_codex":[0.02769481,0.0002478999,0.0002409618,0.0001830397,0.003201445,0.0001065582,0.0003056891,0.000777622,0.0006753941],"category_scores_gemma":[0.003432759,0.0002504427,0.000123595,0.0005937924,0.0004008843,0.002738665,0.0001233962,0.001603313,0.00004235563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002215499,"about_ca_system_score_gemma":0.002284556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006100467,"about_ca_topic_score_gemma":0.0004069713,"domain_scores_codex":[0.9664097,0.03152612,0.0006934534,0.0002900334,0.0005097124,0.0005710059],"domain_scores_gemma":[0.9922616,0.006382464,0.0007218498,0.0001910702,0.000284847,0.0001581427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005796948,0.0002800284,0.01388139,0.0004397664,0.00002566375,0.000001032819,0.8554627,0.0002196827,0.0004789484,0.08516656,0.01352686,0.03045936],"study_design_scores_gemma":[0.0007779902,0.0001323357,0.01531936,0.0004931956,0.00004710993,0.0000407617,0.897317,0.005051045,0.0003745874,0.02504754,0.05508444,0.0003146579],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.880218,0.0009148196,0.008370238,0.08238716,0.004244107,0.001195921,0.00005567029,0.0002078745,0.02240616],"genre_scores_gemma":[0.9793919,0.001381573,0.004644749,0.0007530737,0.001311551,0.0008249703,0.0005162837,0.00003177989,0.01114414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09917384,"threshold_uncertainty_score":0.9999948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3497408090912357,"score_gpt":0.4821976406244471,"score_spread":0.1324568315332115,"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."}}