{"id":"W4323028004","doi":"10.4000/questionsdecommunication.30184","title":"La forme universitaire à l’épreuve des pratiques médiatiques personnelles","year":2022,"lang":"fr","type":"article","venue":"Questions de communication","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Political science; Physics; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.004033819,0.0003266982,0.0003303476,0.002927762,0.004874768,0.009991118,0.0009897522,0.001993592,0.02546587],"category_scores_gemma":[0.01393734,0.0003639218,0.0003977309,0.0031918,0.01160931,0.009335203,0.005776553,0.002559135,0.003016598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006659825,"about_ca_system_score_gemma":0.005418267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008330687,"about_ca_topic_score_gemma":0.009091428,"domain_scores_codex":[0.9942619,0.002909277,0.0002119718,0.0007297499,0.001232788,0.0006543751],"domain_scores_gemma":[0.9868143,0.006342354,0.001740352,0.001384667,0.002136784,0.001581655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005578636,0.00006249778,0.01258479,0.0001408,0.00001790059,0.0001919974,0.07290726,0.0003848776,0.001055695,0.8456661,0.00226115,0.06467105],"study_design_scores_gemma":[0.00003803755,0.000263745,0.06191103,0.0006971516,0.00004341846,0.001001694,0.09224425,0.002537044,0.003077365,0.2363457,0.6016823,0.0001581973],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.326998,0.00313112,0.04888023,0.02026444,0.0002924725,0.0001046484,0.0002343934,0.0003446142,0.5997501],"genre_scores_gemma":[0.9518294,0.0007344988,0.006178857,0.0003501048,0.00009568632,0.00009097762,0.00005153572,0.00005994284,0.04060901],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02546587,"threshold_uncertainty_score":0.08519185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2277379281085692,"score_gpt":0.451201547197209,"score_spread":0.2234636190886397,"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."}}