{"id":"W2600730571","doi":"10.4000/dms.1763","title":"La participation à l’élaboration d’un discours collectif asynchrone comme soutien au développement professionnel des enseignants québécois faisant partie de l’équipe d’accompagnement de l’École en réseau","year":2017,"lang":"fr","type":"article","venue":"Distances et médiations des savoirs","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; 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","sts"],"consensus_categories":[],"category_scores_codex":[0.004327229,0.0003735337,0.0003605575,0.0001651863,0.00859918,0.001017046,0.0006051483,0.0002682122,0.000864383],"category_scores_gemma":[0.003111494,0.0003882766,0.000114682,0.0007828919,0.002362771,0.002078422,0.0001188873,0.0005554871,0.00008578436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003665576,"about_ca_system_score_gemma":0.004771794,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01960929,"about_ca_topic_score_gemma":0.1195009,"domain_scores_codex":[0.993762,0.003288406,0.0007456966,0.0005098174,0.0006595075,0.001034604],"domain_scores_gemma":[0.9961433,0.001118633,0.001287644,0.0005222191,0.0006158721,0.0003123293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0000856896,0.001327684,0.3069541,0.0001507942,0.0001615828,0.000006764382,0.5372801,0.001574298,0.0001166525,0.1207119,0.002593195,0.02903719],"study_design_scores_gemma":[0.0007884348,0.0001556909,0.6402231,0.0004366453,0.0001829088,0.000002234341,0.2694421,0.001739617,0.0003191852,0.01192965,0.0742895,0.000490874],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8924811,0.001146909,0.0118159,0.06858681,0.001387956,0.0008045673,0.0001062811,0.00009161162,0.02357879],"genre_scores_gemma":[0.9873064,0.001104977,0.004701214,0.00073685,0.0004661261,0.0006057199,0.0001049311,0.00004262796,0.004931178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.333269,"threshold_uncertainty_score":0.9998569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2102464692873176,"score_gpt":0.4295919110641894,"score_spread":0.2193454417768718,"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."}}