{"id":"W4403512307","doi":"10.7202/1113429ar","title":"Introduction","year":2023,"lang":"en","type":"article","venue":"Kinephanos Revue d études des médias et de culture populaire","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005664504,0.0001785494,0.0002137608,0.0001053547,0.0002300919,0.0002069435,0.0003018223,0.0001858507,0.0001916974],"category_scores_gemma":[0.0009077718,0.0001663552,0.0001532354,0.0009396544,0.0002436895,0.0004476329,0.00006809895,0.0002009309,0.0003786103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002629758,"about_ca_system_score_gemma":0.0001560277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002029148,"about_ca_topic_score_gemma":0.001875045,"domain_scores_codex":[0.9984111,0.0001460358,0.0002147538,0.0003536565,0.0002937926,0.0005806267],"domain_scores_gemma":[0.9992485,0.00004105639,0.00008331209,0.0002302162,0.0001305535,0.0002663684],"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":[0.00004247799,0.0002315584,0.006704245,0.0002572633,0.0001073118,0.0002167178,0.07321449,0.0001925986,0.003589529,0.4894436,0.2722015,0.1537986],"study_design_scores_gemma":[0.0001518901,0.00004625239,0.007743524,0.0000644086,0.00002474782,0.00001381545,0.003858441,0.00001817799,0.0001020449,0.001375015,0.986384,0.0002176961],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2676227,0.0007962176,0.0001447109,0.02473121,0.002626921,0.0008298117,0.00004507477,0.001952146,0.7012511],"genre_scores_gemma":[0.8029937,0.001588475,0.001711948,0.001294584,0.005009773,0.00009625428,0.0001789903,0.00005403744,0.1870722],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7141824,"threshold_uncertainty_score":0.6783767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04903706975437234,"score_gpt":0.3378786106542489,"score_spread":0.2888415408998766,"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."}}