{"id":"W2765697924","doi":"","title":"Workshop on Literature in Cognition and Computers","year":2006,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Artificial Intelligence in Games","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Cognitive science; The arts; Psychology; Scope (computer science); Cognitive psychology; Computer science; Art; Visual arts","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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0001144026,0.0002364474,0.0001819315,0.0002867755,0.00008339204,0.003583714,0.0005776157,0.0001428038,0.0000186474],"category_scores_gemma":[0.0001038308,0.0002182662,0.00006358598,0.0008402892,0.00008757156,0.005606307,0.0002844415,0.0004357967,0.0005610127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002147026,"about_ca_system_score_gemma":0.00002763202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001805257,"about_ca_topic_score_gemma":0.00000260296,"domain_scores_codex":[0.9984151,0.00006591977,0.0003529257,0.0005328612,0.0002684161,0.0003648122],"domain_scores_gemma":[0.9991131,0.0003159984,0.00007773091,0.0003374206,0.00002944208,0.0001262796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002514044,0.001261223,0.1443402,0.0001225252,0.00003782862,0.0009791639,0.0005245609,0.0008712329,0.0005999342,0.3377073,0.0150632,0.4982415],"study_design_scores_gemma":[0.0009390152,0.0003076817,0.04332114,0.002034078,0.00001052124,0.0001002782,0.00008462068,0.02471306,0.02054207,0.7931914,0.1128806,0.001875494],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8923081,0.001017772,0.04389285,0.005969063,0.0006110711,0.0006822931,0.0004783006,0.001212253,0.05382831],"genre_scores_gemma":[0.993508,0.00001879175,0.004746662,0.001074811,0.0001325443,0.0000118207,0.0001482831,0.00002507279,0.0003340192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.496366,"threshold_uncertainty_score":0.9974506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01530863581641102,"score_gpt":0.2268461775004038,"score_spread":0.2115375416839928,"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."}}