{"id":"W1951712101","doi":"10.4000/formationemploi.1164","title":"Les changements possibles du système français de formation continue","year":2008,"lang":"fr","type":"article","venue":"Formation emploi","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Political science; Humanities; Art","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001728326,0.0001769048,0.0001998069,0.0001508292,0.001834729,0.00006965989,0.0002306013,0.0002654332,0.0004922753],"category_scores_gemma":[0.0004559437,0.0002001416,0.0001078675,0.0003978407,0.0006860407,0.002110489,0.00002487817,0.0001661811,0.0004021289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004482644,"about_ca_system_score_gemma":0.0001858811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002298628,"about_ca_topic_score_gemma":0.0004485742,"domain_scores_codex":[0.9979216,0.0005670834,0.0005030827,0.0001633005,0.0003807496,0.0004641567],"domain_scores_gemma":[0.9986294,0.0003402216,0.0003586981,0.000133723,0.0004018339,0.0001361337],"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":[0.000009468438,0.0001995948,0.03819518,0.0003377017,0.00007049093,0.000002071374,0.7921436,0.00008642543,0.00006241213,0.1087679,0.04045676,0.01966838],"study_design_scores_gemma":[0.00120013,0.000158149,0.2774465,0.0004668199,0.000104816,0.0001101513,0.1741893,0.002470527,0.0002254858,0.009006338,0.5339437,0.0006780344],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9032195,0.002679017,0.02546772,0.02337746,0.004056273,0.0005879062,0.0000779382,0.0001906649,0.04034349],"genre_scores_gemma":[0.9862949,0.003098298,0.002614931,0.0005887895,0.002741962,0.0001003676,0.000239083,0.00001746816,0.004304198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6179543,"threshold_uncertainty_score":0.9994648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2595814715890933,"score_gpt":0.4039598807348869,"score_spread":0.1443784091457936,"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."}}