{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001068213,0.0005393547,0.0003150729,0.001053312,0.001811682,0.004109757,0.001283186,0.001484809,0.4348819],"category_scores_gemma":[0.003593019,0.0001860925,0.0004368203,0.000902315,0.0007573236,0.001845582,0.003339603,0.001418597,0.2561419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001479564,"about_ca_system_score_gemma":0.003160788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003580197,"about_ca_topic_score_gemma":0.004387802,"domain_scores_codex":[0.9989516,0.000134853,0.00003963562,0.0002498235,0.00045704,0.0001670904],"domain_scores_gemma":[0.9986726,0.0001520747,0.00005988775,0.0001728419,0.0005809102,0.0003616926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001697528,0.0001127491,0.001832029,0.0003532069,0.000008023208,0.0002576265,0.001007108,0.0001559618,0.001057509,0.1114137,0.5555834,0.328049],"study_design_scores_gemma":[0.000005005016,0.00001356778,0.0005662098,0.00009631466,0.000002126744,0.00008582528,0.0002262328,0.0000239904,0.0001608698,0.003135585,0.9956802,0.000004160969],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003756735,0.001517319,0.005858516,0.006341925,0.004739738,0.000254627,0.003210927,0.0007094154,0.9736109],"genre_scores_gemma":[0.01670722,0.001208767,0.003323662,0.003011317,0.0006199504,0.0002503343,0.002633246,0.0002797762,0.9719657],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5651181,"threshold_uncertainty_score":0.8060724,"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."}}