{"id":"W3217351217","doi":"10.4000/dse.4178","title":"Le profil apprenant de l’adulte de 50 ans et plus dans les formations génériques. Au-delà des modèles, le récit de vie : une étude exploratoire","year":2019,"lang":"fr","type":"article","venue":"Les dossiers des sciences de l éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Eastern Ontario Training Board; Université du Québec à Montréal","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.007611655,0.0003322619,0.0003129394,0.0002323727,0.005239119,0.0004102867,0.0009339259,0.0004166299,0.00005223232],"category_scores_gemma":[0.0009857304,0.0003608261,0.0001737549,0.001617707,0.00944853,0.002343149,0.00006997007,0.0004417107,0.00003556049],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004474857,"about_ca_system_score_gemma":0.01790612,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05769412,"about_ca_topic_score_gemma":0.05005435,"domain_scores_codex":[0.9950615,0.001889419,0.0005571085,0.0006150944,0.0004863943,0.001390458],"domain_scores_gemma":[0.9975994,0.0008804008,0.0004314212,0.0003151514,0.000364891,0.0004087575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000005350313,0.0002055789,0.06579545,0.0001445935,0.00002887021,3.920313e-7,0.619553,0.008055036,0.0009279974,0.3014122,0.0002534309,0.003618011],"study_design_scores_gemma":[0.0003421855,0.0001171048,0.0695527,0.0003775157,0.00005364055,0.00003100433,0.8171094,0.01762911,0.0005611464,0.09069531,0.003079019,0.000451848],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8379083,0.001820706,0.09673279,0.02095643,0.0009461587,0.0005085957,0.00003225081,0.0001309883,0.04096372],"genre_scores_gemma":[0.9405436,0.001688571,0.05420901,0.0004401136,0.0006029111,0.000252137,0.00006922225,0.00003289134,0.002161531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2107169,"threshold_uncertainty_score":0.9998844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2898501273597558,"score_gpt":0.4322159956313811,"score_spread":0.1423658682716253,"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."}}