{"id":"W4236391359","doi":"10.1145/1328202","title":"Proceedings of the 2007 conference on Future Play - Future Play '07","year":2007,"lang":"en","type":"paratext","venue":"","topic":"Digital Games and Media","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Theme (computing); Indie film; Competition (biology); Game Developer; Game design; Engineering ethics; Public relations; Computer science; Sociology; Political science; Engineering; Multimedia; Media studies; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004739692,0.0003370398,0.0004422274,0.00009357734,0.0001603049,0.0002014385,0.001006936,0.0009320653,0.01187176],"category_scores_gemma":[0.00003769585,0.0002019898,0.0002328661,0.0003905601,0.0004665454,0.0001820658,0.0001032166,0.0007266793,0.002199627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001017581,"about_ca_system_score_gemma":0.0005977643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001604671,"about_ca_topic_score_gemma":0.0006263501,"domain_scores_codex":[0.9975375,0.00001911977,0.0003409244,0.0004191521,0.001093966,0.0005893728],"domain_scores_gemma":[0.9987577,0.00006831817,0.0003569404,0.0001922949,0.0003847397,0.0002400436],"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":[0.00002365545,0.0000533608,0.00002489968,0.00004857125,0.00003909515,9.239591e-7,0.005949433,3.334795e-7,0.0000113065,0.09375715,0.8856695,0.0144218],"study_design_scores_gemma":[0.0001413457,0.00006799157,0.000256149,0.0001939034,0.00002844225,8.973113e-7,0.01602209,2.936402e-7,0.0001776129,0.0001123974,0.9827337,0.0002651774],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001497117,0.0004978376,0.000002171441,0.002667982,0.01121829,0.00057025,0.0001227075,0.00003649242,0.9833872],"genre_scores_gemma":[0.007490876,0.001592147,0.00005384881,0.001357913,0.01047978,0.00001335832,0.00002701782,0.00002852549,0.9789565],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09706423,"threshold_uncertainty_score":0.9985773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01992412508518095,"score_gpt":0.2957516385757617,"score_spread":0.2758275134905808,"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."}}