{"id":"W4391133811","doi":"10.4000/books.pulg.26179","title":"La recherche vidéoludique au Québec","year":2023,"lang":"fr","type":"book-chapter","venue":"Presses universitaires de Liège eBooks","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0005535868,0.0007868725,0.0006169725,0.0002888724,0.0004972662,0.001117392,0.00169263,0.001393416,0.0001791177],"category_scores_gemma":[0.0003049973,0.0007403016,0.0004676788,0.0001118147,0.0007975726,0.001430556,0.001795419,0.001512956,0.0007728143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00191701,"about_ca_system_score_gemma":0.003526486,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09559299,"about_ca_topic_score_gemma":0.07383296,"domain_scores_codex":[0.9968116,0.0004397694,0.0004153729,0.0009485427,0.0004616423,0.0009230586],"domain_scores_gemma":[0.9947895,0.003075267,0.0003295602,0.0008872217,0.0003376649,0.0005808117],"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":[0.00004712381,0.00003377688,0.00003876173,0.0002021581,0.0003057066,0.002802435,0.006153914,0.00007323836,0.0003095886,0.8199446,0.007248442,0.1628403],"study_design_scores_gemma":[0.0004856772,0.0002508333,0.0005007312,0.001221003,0.0002385608,0.0004314807,0.0002803334,0.000563841,0.001306665,0.1657964,0.8276837,0.001240846],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006797317,0.0007321896,0.004397998,0.01485667,0.0006274163,0.0004042258,0.00007910781,0.0007139267,0.9775087],"genre_scores_gemma":[0.3283395,0.0002951279,0.002044521,0.000514419,0.0003342569,0.000005220402,0.00002250164,0.0001050458,0.6683394],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8204352,"threshold_uncertainty_score":0.9999195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5025668555550439,"score_gpt":0.3292152759459459,"score_spread":0.173351579609098,"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."}}