{"id":"W4310341370","doi":"10.52358/mm.vi12.296","title":"Jeu sérieux sur la compétence numérique universitaire : mobilisation d’expertises au service du processus de conception","year":2022,"lang":"fr","type":"article","venue":"Médiations et médiatisations","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université du Québec","funders":"","keywords":"Humanities; Political science; 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":[0.00867802,0.000485111,0.0005584733,0.002500489,0.01185028,0.01187501,0.00138756,0.002256915,0.01867644],"category_scores_gemma":[0.01617495,0.0003984514,0.0005402062,0.001914522,0.008951313,0.006754753,0.01014125,0.003931435,0.002498385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01856885,"about_ca_system_score_gemma":0.04460188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2060777,"about_ca_topic_score_gemma":0.2984465,"domain_scores_codex":[0.9921432,0.003247555,0.0002154533,0.0007583783,0.00199213,0.001643194],"domain_scores_gemma":[0.9847096,0.004306827,0.0009654406,0.0007168967,0.004538681,0.004762624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009763735,0.0002182719,0.04485024,0.0006868051,0.00006673215,0.0009516443,0.5601423,0.0004016906,0.00171628,0.187614,0.02463852,0.1786159],"study_design_scores_gemma":[0.00001849914,0.0001292692,0.08679578,0.002004984,0.0000532967,0.0004872117,0.3457159,0.0006873254,0.00112501,0.02643674,0.5364239,0.0001220339],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4810317,0.0106727,0.01470011,0.05069298,0.0009366632,0.0003002141,0.000281144,0.0001889867,0.4411956],"genre_scores_gemma":[0.9141779,0.004054984,0.005203141,0.002448566,0.00009675459,0.0001520886,0.0001305412,0.00009746212,0.07363851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2060777,"threshold_uncertainty_score":0.4097564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1051815022322091,"score_gpt":0.372885558664966,"score_spread":0.267704056432757,"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."}}