{"id":"W2184481877","doi":"10.70930/tac/4gy91eot","title":"Range Categories II: Towards Regularity","year":2012,"lang":"en","type":"article","venue":"Theory and applications of categories","topic":"Homotopy and Cohomology in Algebraic Topology","field":"Mathematics","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mathematics; Idempotence; Categorical variable; Axiom; Isomorphism (crystallography); Context (archaeology); Pure mathematics; Algebra over a field; Discrete mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002500683,0.0003250139,0.0005173075,0.001768503,0.001352534,0.00336683,0.0008380876,0.00103919,0.005133483],"category_scores_gemma":[0.004901848,0.0004441508,0.001035332,0.001047998,0.008025933,0.009699243,0.005325028,0.002782597,0.0005872686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001291327,"about_ca_system_score_gemma":0.0006462677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001035321,"about_ca_topic_score_gemma":0.0006920974,"domain_scores_codex":[0.9977857,0.000660778,0.0001089615,0.0005869056,0.0006336328,0.0002240094],"domain_scores_gemma":[0.9967259,0.001742149,0.0001937087,0.0006492764,0.0004890841,0.0001998773],"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":[0.000004861485,0.000002086033,0.0002327564,0.00003321991,0.000003709967,0.0000282238,0.0003245896,0.0002430308,0.0003154776,0.9948279,0.0004116244,0.00357249],"study_design_scores_gemma":[0.000003287595,0.00001656482,0.0003554679,0.0000247825,0.000007228838,0.0001608712,0.0002926972,0.00174974,0.0005732329,0.9847244,0.01208261,0.000009172753],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1435976,0.004861985,0.6410661,0.005673002,0.0003004414,0.0001142863,0.000469621,0.0005190677,0.2033979],"genre_scores_gemma":[0.8914285,0.001590093,0.08615767,0.0009099196,0.000344714,0.0001454518,0.0003417165,0.0002316986,0.01885016],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005133483,"threshold_uncertainty_score":0.01717323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02175163416479131,"score_gpt":0.2979352775304807,"score_spread":0.2761836433656893,"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."}}