{"id":"W3032194506","doi":"10.18162/fp.2020.a194","title":"Co-construire le sens d’un développement professionnel collectif : un passage obligé","year":2020,"lang":"fr","type":"article","venue":"Formation et profession","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Sociology; Philosophy","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001428469,0.0002790076,0.0003286481,0.00004910786,0.002725652,0.0001589911,0.0004404671,0.0003944096,0.001433772],"category_scores_gemma":[0.0002893008,0.0002532896,0.0001352668,0.001479506,0.0004097518,0.002135923,0.0001455665,0.0005233117,0.0006493659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003279482,"about_ca_system_score_gemma":0.001091857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001251821,"about_ca_topic_score_gemma":0.0006352419,"domain_scores_codex":[0.9958818,0.00118476,0.0006693135,0.0004202031,0.001145877,0.0006980693],"domain_scores_gemma":[0.998303,0.0001553334,0.0007655165,0.0001761205,0.0002075411,0.0003925158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009890089,0.0003709009,0.005236277,0.0002835355,0.00003923613,0.00001506672,0.564002,0.0000322272,0.001101874,0.05599188,0.2738562,0.09897187],"study_design_scores_gemma":[0.002677799,0.0003232399,0.01368461,0.001046786,0.00006068934,0.000006342247,0.5561683,0.003653751,0.008074954,0.01510558,0.3981891,0.001008893],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4026509,0.0009086027,0.003239861,0.5639012,0.004953521,0.001337625,0.0001018331,0.0001870227,0.02271938],"genre_scores_gemma":[0.9816092,0.001051059,0.001026479,0.004792854,0.0006594082,0.00007823987,0.00005704403,0.00002111729,0.01070458],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5789583,"threshold_uncertainty_score":0.999992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06109028884757737,"score_gpt":0.3377977350914428,"score_spread":0.2767074462438654,"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."}}