{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00488025,0.001554496,0.001413049,0.002904123,0.003333474,0.006595802,0.003491274,0.003534287,0.02102004],"category_scores_gemma":[0.006392526,0.0008954953,0.003098204,0.003937991,0.008324422,0.01395792,0.00600526,0.00884943,0.005983452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005137471,"about_ca_system_score_gemma":0.002131944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002798094,"about_ca_topic_score_gemma":0.00160278,"domain_scores_codex":[0.9961188,0.001800872,0.0002078879,0.0007894762,0.0007732006,0.000309797],"domain_scores_gemma":[0.9956383,0.002440857,0.0002156236,0.001009961,0.0004623685,0.0002328341],"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":[0.000002054877,0.000003120142,0.00002043547,0.00003084328,0.000004706469,0.00001483507,0.00006233385,0.0001768754,0.00003011788,0.9951788,0.002615761,0.00186021],"study_design_scores_gemma":[0.000002385463,0.000002717988,0.0000139492,0.00001552877,0.000002760775,0.00001759501,0.00002556736,0.0007708708,0.00005184568,0.9853043,0.01378938,0.000002993653],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.005522347,0.0102575,0.7325402,0.02746285,0.001313435,0.0000860294,0.001057376,0.001420357,0.2203399],"genre_scores_gemma":[0.4813611,0.01730467,0.3881955,0.01279698,0.005637064,0.001139582,0.002860063,0.002039156,0.08866588],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02102004,"threshold_uncertainty_score":0.070319,"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."}}