{"id":"W1958250192","doi":"10.4000/ries.2487","title":"Des identités professionnelles en construction","year":2012,"lang":"fr","type":"article","venue":"Revue internationale d éducation de Sèvres","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec); École Nationale d'Administration Publique","funders":"","keywords":"Political science; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001082454,0.0001237374,0.0001233842,0.00007265096,0.000508982,0.0001331373,0.0003441247,0.0001678848,0.003057543],"category_scores_gemma":[0.0009770334,0.0001389805,0.0001053325,0.0004444723,0.0006108426,0.001346526,0.00004951978,0.000163935,0.0004850724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001133649,"about_ca_system_score_gemma":0.0004037782,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01229194,"about_ca_topic_score_gemma":0.005869728,"domain_scores_codex":[0.9982916,0.0003899939,0.0002859817,0.0002000418,0.0003882839,0.0004441157],"domain_scores_gemma":[0.9988034,0.0003697498,0.0002900381,0.0001134519,0.0002266663,0.0001967015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004568652,0.0001882904,0.2269734,0.00005304613,0.00002926806,5.880356e-7,0.07437842,0.00002320749,0.0000715584,0.621316,0.01133487,0.0656268],"study_design_scores_gemma":[0.0001438304,0.00001902217,0.415024,0.0004444642,0.00003802022,0.00003586018,0.05460443,0.0001695397,0.000209304,0.06015366,0.4688906,0.0002672494],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8976597,0.01057689,0.001375268,0.02996618,0.0144741,0.0002050744,0.00002501584,0.00004571541,0.04567202],"genre_scores_gemma":[0.8369631,0.003263797,0.002878782,0.0001706385,0.00483384,0.00004092846,0.000008689462,0.00001177393,0.1518285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5611623,"threshold_uncertainty_score":0.9978538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0890496026892174,"score_gpt":0.3895738038269314,"score_spread":0.3005242011377139,"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."}}