{"id":"W2938638191","doi":"10.21432/cjlt27798","title":"Le codesign d’une plateforme numérique fondé sur des principes au service de l’agentivité des enseignantes et des enseignants en contexte de développement professionnel | Co-Design of a Digital Platform Based on Principles Supporting Teachers’ Agency in the Context of Professional Development","year":2019,"lang":"fr","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Political science; Humanities; Context (archaeology); Sociology; Philosophy; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007992278,0.0002013903,0.0004016597,0.0004195384,0.0008147112,0.00003418983,0.0003579756,0.0003511747,0.00002226578],"category_scores_gemma":[0.002671107,0.0001663942,0.00005873498,0.0005083584,0.001623633,0.0002852523,0.00002235122,0.0007439718,0.000001563824],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000540958,"about_ca_system_score_gemma":0.01455253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002754596,"about_ca_topic_score_gemma":0.01778828,"domain_scores_codex":[0.9971551,0.001064784,0.0007178567,0.0001934277,0.0002220118,0.0006468636],"domain_scores_gemma":[0.9962227,0.002172111,0.0008793486,0.00008822625,0.0004553123,0.0001822562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000303143,0.000153997,0.4969392,0.0001824415,0.00006145651,0.00001579,0.4801127,0.0004246005,0.0007439808,0.007124091,0.000009458747,0.01420198],"study_design_scores_gemma":[0.0009951601,0.0005111034,0.1299277,0.002850133,0.00001767552,0.0000844613,0.8560319,0.0005732389,0.001795579,0.006009873,0.0009981142,0.0002051151],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896067,0.0006470409,0.002456286,0.006297537,0.0001594185,0.0003845331,0.000009228615,0.000009861859,0.0004293845],"genre_scores_gemma":[0.9944072,0.0001432463,0.004785893,0.00007891271,0.00004051624,0.0000229858,0.000008314772,0.00001902307,0.0004938559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3759192,"threshold_uncertainty_score":0.9926277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2399808609464343,"score_gpt":0.380315686074108,"score_spread":0.1403348251276737,"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."}}