{"id":"W3203685307","doi":"10.1201/9780429263637-5","title":"Cp-Theory for model theorists","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Advanced Topology and Set Theory","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Epistemology; Computer science; Psychology; Philosophy","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006820419,0.0003610659,0.0005203089,0.0001164191,0.0001290627,0.000007784372,0.0002784961,0.0006626975,0.0009099936],"category_scores_gemma":[0.0003418937,0.0003053905,0.0003105054,0.00001131125,0.0002268722,0.00004170987,0.000102023,0.00034346,0.0005393371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003902137,"about_ca_system_score_gemma":0.00005914247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":1.236561e-7,"about_ca_topic_score_gemma":0.000006457641,"domain_scores_codex":[0.9988107,0.00002150665,0.000351411,0.000392653,0.0001282635,0.000295479],"domain_scores_gemma":[0.9966048,0.002488694,0.0001734317,0.0005810371,0.00008435856,0.00006767769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001106181,0.0000104589,2.259694e-8,0.0001221094,0.0001307535,0.000007611609,0.0001151847,0.00002757384,0.000004111065,0.9831833,0.01439478,0.001893522],"study_design_scores_gemma":[0.0002513539,0.00003678863,1.462119e-8,0.00005886601,0.0001259237,0.000005262329,0.00002991668,0.0005278785,0.00003992025,0.9768676,0.02170659,0.0003498774],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000001370951,0.00005090022,0.367222,0.00007096761,0.0002518334,0.0003685504,0.0001061277,0.0003714536,0.6315569],"genre_scores_gemma":[0.0001176452,0.00006886382,0.02595569,0.0002995579,0.0002247012,0.00006613774,0.00005203877,0.0002148934,0.9730005],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3414436,"threshold_uncertainty_score":0.9999398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.11489575000463,"score_gpt":0.3576066982869053,"score_spread":0.2427109482822753,"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."}}