{"id":"W2895150688","doi":"10.3138/topia.39.03","title":"Minority Reports from 2054: Building Collective and Critical Forecasting Imaginaries via Afrofuturetypes and Game Jamming","year":2018,"lang":"en","type":"article","venue":"TOPIA Canadian Journal of Cultural Studies","topic":"Digital Games and Media","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Affordance; Imitation; Diaspora; Futures contract; Sociology; Vision; Social media; Media studies; Aesthetics; Public relations; Visual arts; Gender studies; Psychology; Social psychology; Political science; Computer science; World Wide Web; Cognitive psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002805535,0.0001019232,0.0002471414,0.00005171075,0.0005311689,0.0002458091,0.00006038498,0.00004646907,0.00002241836],"category_scores_gemma":[0.002406202,0.00007670269,0.00003902274,0.0001054643,0.001438944,0.0005039143,0.00002783384,0.0001243161,3.461663e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001568345,"about_ca_system_score_gemma":0.0003153646,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01834114,"about_ca_topic_score_gemma":0.1933164,"domain_scores_codex":[0.9991361,0.00004516282,0.0002261356,0.0001318595,0.0001642415,0.0002964465],"domain_scores_gemma":[0.9986379,0.0002104363,0.0001254958,0.00003672597,0.0005947153,0.0003947154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007553675,0.00001563335,0.1941918,0.00005864606,0.000514895,0.00139485,0.5908161,6.578343e-7,0.0002918491,0.008138813,0.00914088,0.1953603],"study_design_scores_gemma":[0.0005262916,0.0007419222,0.1207262,0.0005749389,0.0003117704,0.0007672611,0.2287009,0.00001825129,0.0003180451,0.05073715,0.5959423,0.0006350125],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713256,0.01090141,0.00001309836,0.003773568,0.0009999985,0.00006698081,0.000007006679,0.00000599133,0.01290629],"genre_scores_gemma":[0.9957877,0.0001963218,0.00112243,0.0001251665,0.001397011,0.000001069751,3.138568e-7,0.000003591261,0.001366419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5868014,"threshold_uncertainty_score":0.9881958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04396446978505723,"score_gpt":0.3229326966812596,"score_spread":0.2789682268962023,"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."}}