{"id":"W4232766947","doi":"10.32920/ryerson.14640138.v1","title":"A Developer Chooses, a Player Obeys: a Study of the Enactment of Objectivism in BioShock","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Fantasy; Video game; Computer science; Game mechanics; Video game design; Criticism; Objectivism; Combinatorial game theory; Video game culture; Turns, rounds and time-keeping systems in games; Emergent gameplay; Video game development; Multimedia; Sequential game; Game design; Mathematical economics; Game theory; Artificial intelligence; Art; Mathematics; Literature; Epistemology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.02098861,0.0004466391,0.0005195284,0.001977384,0.007560324,0.009779206,0.002079806,0.002609096,0.003581795],"category_scores_gemma":[0.03516696,0.0008623091,0.0005950757,0.001903979,0.03877499,0.01587427,0.006601185,0.006976459,0.0005256432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006466589,"about_ca_system_score_gemma":0.002765566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006590958,"about_ca_topic_score_gemma":0.004000423,"domain_scores_codex":[0.9767525,0.01853873,0.0003562646,0.001345481,0.002175454,0.0008316726],"domain_scores_gemma":[0.9537754,0.03533933,0.004456214,0.003192234,0.001747339,0.001489513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005448445,0.0001028834,0.006838099,0.00006796179,0.00001572863,0.00022899,0.4747777,0.0002031591,0.0004562967,0.5029353,0.0008871182,0.01343219],"study_design_scores_gemma":[0.0001000045,0.0001274895,0.01463265,0.0003195221,0.00002474524,0.0006305636,0.2850913,0.003102441,0.001230994,0.5928959,0.1017707,0.00007359199],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.596295,0.003407013,0.0630754,0.02217938,0.0001427084,0.0001646853,0.00004548571,0.0001102934,0.31458],"genre_scores_gemma":[0.9860672,0.0005032326,0.004673807,0.0006384016,0.00002581604,0.0001053102,0.00002391162,0.0001375554,0.00782473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02098861,"threshold_uncertainty_score":0.1109997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03468309834395113,"score_gpt":0.3120633389819318,"score_spread":0.2773802406379807,"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."}}