{"id":"W7136746886","doi":"10.1684/dmg.2025.840","title":"Comment s’inscrire à un programme de développement professionnel continu ?","year":2025,"lang":"fr","type":"other","venue":"Cairn.info","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Work (physics); Context (archaeology); Agency (philosophy)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002060791,0.001994443,0.001879615,0.0008259412,0.0008005865,0.0003999326,0.001811493,0.001666863,0.08756987],"category_scores_gemma":[0.0009048698,0.001974432,0.0007701694,0.001116879,0.0007654729,0.0001854552,0.001383147,0.001660337,0.02785925],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01990758,"about_ca_system_score_gemma":0.003444066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00291778,"about_ca_topic_score_gemma":0.001864843,"domain_scores_codex":[0.9906586,0.0009216298,0.001765356,0.001645658,0.00141401,0.003594768],"domain_scores_gemma":[0.994208,0.0003265421,0.001370074,0.002135306,0.0007012106,0.001258841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002467559,0.002159002,0.01365071,0.001785815,0.001624998,0.000305701,0.009921753,0.00001101805,0.0004248071,0.09378412,0.8142955,0.06178977],"study_design_scores_gemma":[0.005169694,0.0003197614,0.007465449,0.007721554,0.0008188224,0.00002830874,0.002619565,0.0002134564,0.001860089,0.001449058,0.9704087,0.001925561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009310903,0.005690625,0.001718281,0.09905768,0.005009444,0.007980463,0.0008577247,0.001164524,0.8775902],"genre_scores_gemma":[0.002730893,0.0003933102,0.01808197,0.00600785,0.001021691,0.002092606,0.0005363004,0.00128262,0.9678528],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1561131,"threshold_uncertainty_score":0.9996292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04499263828138826,"score_gpt":0.3076931228964712,"score_spread":0.2627004846150829,"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."}}