{"id":"W2142169853","doi":"10.7202/007355ar","title":"Vers une intégration pédagogique de la vidéocommunication dans la formation des maîtres","year":2004,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Humanities; Political science; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003360861,0.0005191467,0.0003234688,0.0008826214,0.002767474,0.005358979,0.001057624,0.001791715,0.008506716],"category_scores_gemma":[0.007374443,0.0002224734,0.00045547,0.0007194576,0.005659922,0.004565344,0.004070089,0.002226798,0.0008598574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002581185,"about_ca_system_score_gemma":0.003377245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004664416,"about_ca_topic_score_gemma":0.006625893,"domain_scores_codex":[0.996406,0.002438996,0.00007201235,0.000243629,0.0005229284,0.0003165113],"domain_scores_gemma":[0.9959857,0.002611704,0.0003191521,0.0002215142,0.000368915,0.0004930662],"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":[0.0001764846,0.0002846106,0.003734388,0.0005495655,0.00001790484,0.001280084,0.3416648,0.001243966,0.01106647,0.4687395,0.002347433,0.1688948],"study_design_scores_gemma":[0.00008655733,0.000956392,0.01497247,0.001545619,0.00006714209,0.002471949,0.2993391,0.00588706,0.01662657,0.1004547,0.5574409,0.0001515087],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4159711,0.004039485,0.215101,0.01102992,0.0006439743,0.0003445784,0.00004968514,0.0003131578,0.352507],"genre_scores_gemma":[0.9248298,0.001570696,0.03228781,0.0004086366,0.00007897236,0.0001602905,0.00002809976,0.00007642301,0.04055927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008506716,"threshold_uncertainty_score":0.02845782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2000495731859214,"score_gpt":0.4486002431891593,"score_spread":0.2485506700032379,"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."}}