{"id":"W1862656384","doi":"10.7202/1008990ar","title":"Approche institutionnelle et intégration des technologies dans l’enseignement supérieur : le cas d’une recherche action","year":2012,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Humanities; Political science; Sociology; 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":[0.0272898,0.000696599,0.0005801575,0.00298999,0.006225846,0.01546782,0.001947306,0.003812163,0.01242187],"category_scores_gemma":[0.03735779,0.0005736563,0.0009909713,0.003715143,0.00987474,0.01486828,0.008003153,0.00335155,0.001992742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0134215,"about_ca_system_score_gemma":0.02151156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01975452,"about_ca_topic_score_gemma":0.02094187,"domain_scores_codex":[0.9617491,0.02268231,0.001480762,0.003451298,0.007931523,0.002704928],"domain_scores_gemma":[0.9345031,0.03593734,0.006145101,0.008304559,0.01183936,0.003270434],"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":[0.0003249549,0.0004440569,0.03901213,0.0009509315,0.0001410578,0.001171295,0.203321,0.002984161,0.006609374,0.5307679,0.003525339,0.2107478],"study_design_scores_gemma":[0.0001027361,0.0008560743,0.04691139,0.001832738,0.0003015766,0.001228687,0.240005,0.006833677,0.01319405,0.120667,0.567782,0.0002850242],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4936371,0.004283592,0.1627959,0.02977294,0.0004839196,0.0005570289,0.0001328501,0.0005294117,0.3078072],"genre_scores_gemma":[0.938149,0.001179128,0.03249954,0.0007863621,0.00007145171,0.0002414132,0.00007218138,0.0001060771,0.02689495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0272898,"threshold_uncertainty_score":0.144324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8174002171956254,"score_gpt":0.5519295962112667,"score_spread":0.2654706209843587,"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."}}