{"id":"W2769761607","doi":"10.1016/j.geomphys.2018.01.021","title":"Characteristic distribution: An application to material bodies","year":2018,"lang":"en","type":"article","venue":"Journal of Geometry and Physics","topic":"Homotopy and Cohomology in Algebraic Topology","field":"Mathematics","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Ministerio de Economía y Competitividad; Instituto de Ciencias Matemáticas","keywords":"Mathematics; Transitive relation; Pure mathematics; Foliation (geology); Algebraic number; Cover (algebra); Character (mathematics); Combinatorics; Geometry; Mathematical analysis","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":[0.0002678013,0.00007761396,0.0002035182,0.00002449271,0.0001022953,0.00002199333,0.0001079948,0.00006458503,0.00007302158],"category_scores_gemma":[0.0000919561,0.00006467147,0.000031188,0.0000926802,0.0001218778,0.0001206301,0.00003166248,0.00009871764,0.00001476772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001412706,"about_ca_system_score_gemma":0.00001860106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001644,"about_ca_topic_score_gemma":0.00000140416,"domain_scores_codex":[0.9994167,0.00005160984,0.0002417249,0.00008332777,0.00008911217,0.0001174885],"domain_scores_gemma":[0.9993585,0.00007730124,0.0001994711,0.0001258324,0.0001515332,0.00008736639],"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":[0.001496325,0.001321913,0.008864924,0.0002651965,0.0004107335,0.00007526699,0.005420801,0.000002426732,0.03163509,0.682616,0.005915305,0.261976],"study_design_scores_gemma":[0.0005299937,0.002475026,0.03033196,0.00004170835,0.0001459468,0.0006138199,0.0002264669,0.00006066963,0.02236081,0.9316069,0.01133926,0.0002674456],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9228173,0.000008255922,0.07623319,0.0002959724,0.0004017118,0.00005467502,0.00003329429,0.000009103541,0.0001465193],"genre_scores_gemma":[0.9961132,0.000007032249,0.001563455,0.0001395679,0.002116648,0.000002538221,0.000009925336,0.000005921767,0.00004168484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2617086,"threshold_uncertainty_score":0.2637226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01949408138055504,"score_gpt":0.3099783048241327,"score_spread":0.2904842234435777,"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."}}