{"id":"W2735344203","doi":"10.3917/dbu.mehan.2014.01.0083","title":"Mutations éducatives et engagement professionnel","year":2015,"lang":"fr","type":"book-chapter","venue":"Perspectives en éducation et formation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002487038,0.0006655111,0.0004163453,0.001119068,0.002809429,0.006539696,0.0007885893,0.002680964,0.01785794],"category_scores_gemma":[0.003809152,0.00021164,0.0003451372,0.0008269235,0.01185522,0.004448067,0.00279872,0.004360645,0.002399693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004265777,"about_ca_system_score_gemma":0.002977236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004776981,"about_ca_topic_score_gemma":0.005030063,"domain_scores_codex":[0.9971602,0.001531379,0.00004608629,0.0002520217,0.0006113503,0.0003989049],"domain_scores_gemma":[0.9985065,0.000872932,0.00009275141,0.000142716,0.0001895826,0.0001954496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000006514538,0.00002192103,0.000093293,0.00001752863,0.000001129557,0.00005092377,0.00323018,0.0001089917,0.0001068078,0.969391,0.006845606,0.02012601],"study_design_scores_gemma":[0.00001404619,0.00002983355,0.0006017965,0.0001870529,0.000003193941,0.0003504111,0.003938767,0.0004750033,0.0004709849,0.5169979,0.4769198,0.00001126419],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01500156,0.01093485,0.01339258,0.02017514,0.001340242,0.0000251611,0.00003777971,0.0001217707,0.938971],"genre_scores_gemma":[0.439017,0.00814296,0.006349626,0.002515854,0.001183877,0.0001329615,0.00006995187,0.0001250759,0.5424628],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01785794,"threshold_uncertainty_score":0.05974078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4824731651431254,"score_gpt":0.5243484678136445,"score_spread":0.04187530267051914,"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."}}