{"id":"W1798714593","doi":"10.7557/23.6113","title":"Discourse Engines for Art Mods","year":2010,"lang":"en","type":"article","venue":"Eludamos Journal for Computer Game Culture","topic":"Digital Games and Media","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Construct (python library); Citizen journalism; Politics; Virtue; Sociology; Field (mathematics); Aesthetics; Epistemology; Art; Political science; Philosophy; Computer science; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004655016,0.0001560972,0.0002074115,0.00004542576,0.0002743609,0.0005069408,0.0003907461,0.0001755247,0.0000500795],"category_scores_gemma":[0.0001530898,0.0001135244,0.0003204337,0.00008193505,0.0001491272,0.0004592866,0.00002944754,0.0003857358,0.00001869172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002600983,"about_ca_system_score_gemma":0.0001314054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001681673,"about_ca_topic_score_gemma":0.0001153094,"domain_scores_codex":[0.9988145,0.0000205661,0.0002186525,0.0001858896,0.0003011989,0.0004591792],"domain_scores_gemma":[0.9989495,0.00008438277,0.0001238699,0.000121097,0.0003638899,0.0003573047],"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":[0.00005584247,0.0001805927,0.0001284063,0.00003817021,0.00009645835,0.00001403788,0.02317217,0.0001443061,0.0006941582,0.03768997,0.623684,0.3141018],"study_design_scores_gemma":[0.0005675713,0.0001440723,0.00008094867,0.00003151147,0.0000232395,0.00004090989,0.0005897903,0.0006935949,0.00005706113,0.003401909,0.9941872,0.0001821867],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.1256649,0.001248465,0.6814268,0.02874895,0.07326993,0.004305254,0.0003375272,0.0005709337,0.08442724],"genre_scores_gemma":[0.1683615,0.0002946228,0.1849135,0.002889523,0.05511959,0.0001849984,0.0001061863,0.0001210809,0.588009],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5035818,"threshold_uncertainty_score":0.4888441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01836584563196872,"score_gpt":0.3385282884551392,"score_spread":0.3201624428231704,"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."}}