{"id":"W4210935429","doi":"10.1522/rhe.v5i2.1235","title":"Pour faire face aux défis informationnels, numériques et médiatiques du 21e siècle","year":2022,"lang":"fr","type":"article","venue":"Revue hybride de l éducation","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Political science; Art; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.006064824,0.0007121711,0.0007131239,0.004698852,0.01144846,0.01690519,0.001661187,0.003204253,0.02501217],"category_scores_gemma":[0.01302877,0.0003915564,0.0005243706,0.005120677,0.02102962,0.009120228,0.006477094,0.00546581,0.003647541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03963136,"about_ca_system_score_gemma":0.03670497,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6193942,"about_ca_topic_score_gemma":0.7754987,"domain_scores_codex":[0.9945067,0.001843929,0.0001904149,0.0006129537,0.001979765,0.0008662893],"domain_scores_gemma":[0.98923,0.003724941,0.0007049411,0.0008091352,0.004570295,0.0009606254],"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":[0.00007706744,0.0000593216,0.01332605,0.0007995951,0.00004022741,0.0006652045,0.08888839,0.0004972321,0.001458118,0.6756649,0.04420819,0.1743157],"study_design_scores_gemma":[0.000006359193,0.00002847086,0.01527433,0.001288933,0.00001995632,0.0003153185,0.03590707,0.0002752408,0.0007261194,0.03939728,0.906687,0.00007397946],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07268262,0.03636198,0.01855632,0.1294866,0.002155817,0.0001305181,0.0009688471,0.0002417117,0.7394155],"genre_scores_gemma":[0.7470208,0.0343441,0.01603874,0.01399307,0.0008727783,0.0002268679,0.0005334637,0.0003199322,0.1866501],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6193942,"threshold_uncertainty_score":0.7656944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2142441830508239,"score_gpt":0.3370960854026062,"score_spread":0.1228519023517823,"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."}}