{"id":"W4210726881","doi":"10.7202/1024566ar","title":"Alternance en formation et développement professionnel","year":2014,"lang":"fr","type":"article","venue":"Éducation et francophonie","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005196153,0.0002488939,0.0002227054,0.0001043591,0.0005456886,0.00017505,0.0003971291,0.0002450891,0.001137256],"category_scores_gemma":[0.001847944,0.0002722243,0.00008511989,0.00078629,0.000193884,0.002851653,0.00006587587,0.0005057761,0.002322833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001427241,"about_ca_system_score_gemma":0.001078852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001622652,"about_ca_topic_score_gemma":0.001492182,"domain_scores_codex":[0.9942744,0.003608123,0.0005449704,0.0004462895,0.0006671969,0.0004589635],"domain_scores_gemma":[0.9972442,0.0009744977,0.0007735325,0.0004356752,0.0004099467,0.0001621858],"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":[0.00003295752,0.001085502,0.003666074,0.0002670171,0.00004289065,4.267085e-7,0.453764,0.0005547677,0.0009267366,0.1871649,0.06226901,0.2902258],"study_design_scores_gemma":[0.000483097,0.00008903048,0.03953588,0.0003396,0.0000346841,0.000004415363,0.01692796,0.001498179,0.001307868,0.052698,0.8866996,0.0003817395],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.135105,0.00233393,0.1000157,0.4279848,0.0562236,0.001219079,0.0000107332,0.0001454458,0.2769617],"genre_scores_gemma":[0.9562256,0.003321051,0.01246177,0.004946117,0.001914015,0.0002700698,0.00005438046,0.0000378597,0.02076915],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8244305,"threshold_uncertainty_score":0.999973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0609533134099039,"score_gpt":0.4092575802758179,"score_spread":0.348304266865914,"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."}}