{"id":"W2236068408","doi":"","title":"Female game developers in the Australian digital games industry","year":2013,"lang":"en","type":"dissertation","venue":"UTS ePRESS (University of Technology Sydney)","topic":"Digital Games and Media","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Video game development; Game Developer; Game design; Studio; Census; Engineering; Population; Marketing; Advertising; Geography; Computer science; Multimedia; Business; Sociology; Telecommunications; Demography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002774969,0.0002681222,0.000358764,0.001717272,0.006007825,0.003011158,0.0005829812,0.0006620652,0.006998754],"category_scores_gemma":[0.00500406,0.0004900222,0.0001479566,0.001815964,0.001512939,0.001535482,0.002629138,0.0007745993,0.001097476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002037856,"about_ca_system_score_gemma":0.004922037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0525444,"about_ca_topic_score_gemma":0.1471693,"domain_scores_codex":[0.9974481,0.000910236,0.00008971446,0.0003460413,0.0007462874,0.0004596367],"domain_scores_gemma":[0.9975169,0.0007217973,0.0003327225,0.00007016325,0.0004813148,0.0008771649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000152649,0.000332037,0.2578442,0.0005798607,0.00001708104,0.003454376,0.5941799,0.00009491932,0.002574336,0.00820649,0.01215535,0.1204088],"study_design_scores_gemma":[0.00002327208,0.0003233134,0.2903323,0.0005640596,0.00003213971,0.001667013,0.5522898,0.0005595809,0.0005307123,0.001474773,0.1521616,0.00004136103],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721728,0.0016252,0.0005651804,0.002628129,0.00009485914,0.00009428426,0.00007876589,0.000008961887,0.02273178],"genre_scores_gemma":[0.9699176,0.003259234,0.000659764,0.0009082744,0.00002515852,0.00009599532,0.00006967516,0.00001336081,0.02505086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0525444,"threshold_uncertainty_score":0.1044772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01775942330083995,"score_gpt":0.2578323896587324,"score_spread":0.2400729663578924,"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."}}