{"id":"W2616757304","doi":"10.21810/strm.v7i2.172","title":"MA Defence: â€œCreativity Within Constraints: Encoding, Production, and Representation in Battlestar Galacticaâ€ by Philippa Adams","year":2015,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Creativity; Encoding (memory); Representation (politics); Production (economics); Sociology; Psychology; Social psychology; Political science; Law; Cognitive psychology; Economics; Microeconomics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0007960329,0.0003380373,0.0001962141,0.0002927378,0.001449317,0.005589106,0.0004618748,0.0007342349,0.01243433],"category_scores_gemma":[0.006008159,0.0002444406,0.0002750354,0.0004822538,0.002593533,0.003373533,0.002560034,0.001903945,0.002319376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001263259,"about_ca_system_score_gemma":0.0008466096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005368819,"about_ca_topic_score_gemma":0.004998291,"domain_scores_codex":[0.9995186,0.0002285724,0.0000130935,0.00008877972,0.0001048578,0.0000460787],"domain_scores_gemma":[0.9984916,0.0008282203,0.0001269114,0.0001459085,0.0002337988,0.000173597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006111891,0.0001158886,0.01067289,0.0004665222,0.00007585924,0.0009742238,0.06975889,0.003733693,0.01391991,0.5056671,0.1541153,0.2398886],"study_design_scores_gemma":[0.00007892511,0.000216398,0.02572744,0.0006289667,0.00004941415,0.001171895,0.03064383,0.008490395,0.009734193,0.3752788,0.5477688,0.0002108977],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.416065,0.01204756,0.07623739,0.07298458,0.003132734,0.0001220014,0.0006391471,0.0006032346,0.4181684],"genre_scores_gemma":[0.9104945,0.002007375,0.01241764,0.001794224,0.0003745561,0.00007154994,0.0003190768,0.0004639373,0.07205702],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01243433,"threshold_uncertainty_score":0.04159701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03977370515227995,"score_gpt":0.3641000483251446,"score_spread":0.3243263431728646,"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."}}