{"id":"W1982700844","doi":"10.1145/2468356.2468550","title":"GEMS","year":2013,"lang":"en","type":"article","venue":"","topic":"Digital Games and Media","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Narrative; Computer science; Multimedia; Human–computer interaction; World Wide Web; Art","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[],"category_scores_codex":[0.001145152,0.0008018127,0.0004876539,0.001121559,0.001108706,0.002243836,0.001315571,0.0008713412,0.1782548],"category_scores_gemma":[0.00457024,0.0002787574,0.000402586,0.000670493,0.0004851049,0.001485243,0.002757048,0.0008929661,0.07126285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007855211,"about_ca_system_score_gemma":0.001333102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003906591,"about_ca_topic_score_gemma":0.008227398,"domain_scores_codex":[0.9990728,0.0001925631,0.00005975021,0.0001611063,0.0003862542,0.0001274574],"domain_scores_gemma":[0.9987363,0.0001899234,0.00004026663,0.000179516,0.0004772549,0.0003766934],"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":[0.001018755,0.0003900731,0.002040608,0.0005355568,0.00002183564,0.0003298261,0.001288041,0.0006350058,0.005171092,0.02903768,0.6321439,0.3273876],"study_design_scores_gemma":[0.00004846454,0.0001100059,0.001152427,0.00008592155,0.00000965348,0.0001194074,0.0002924674,0.0006960901,0.0009926481,0.003011127,0.9934641,0.00001766566],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02773458,0.001176205,0.03855404,0.00311987,0.003341061,0.001520232,0.0203561,0.0200159,0.884182],"genre_scores_gemma":[0.1198047,0.001182991,0.05678901,0.002520371,0.0002905668,0.001276037,0.0316232,0.003238104,0.783275],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8217452,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01719975030499123,"score_gpt":0.2787578505699149,"score_spread":0.2615581002649237,"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."}}