{"id":"W4285248263","doi":"10.1017/fms.2022.13","title":"The effective model structure and -groupoid objects","year":2022,"lang":"en","type":"article","venue":"Forum of Mathematics Sigma","topic":"Homotopy and Cohomology in Algebraic Topology","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; U.S. Air Force; Vetenskapsrådet; Air Force Office of Scientific Research; Engineering and Physical Sciences Research Council; Carnegie Mellon University","keywords":"Model category; Mathematics; Coproduct; Descent (aeronautics); Cartesian closed category; Topos theory; Countable set; Pure mathematics; Concrete category; Analogy; Cartesian coordinate system; Discrete mathematics; Combinatorics; Homotopy category; Functor; Homotopy; Geometry","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":[],"consensus_categories":[],"category_scores_codex":[0.0006069718,0.0001790369,0.0003595859,0.00005791583,0.0006094954,0.00001417081,0.0003782773,0.00009298942,0.0001086438],"category_scores_gemma":[0.0004863417,0.0001274437,0.00009078122,0.0001202413,0.000297056,0.00004068108,0.0004470633,0.0003539543,0.000001718584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003822951,"about_ca_system_score_gemma":0.00004382724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003899811,"about_ca_topic_score_gemma":0.0000358584,"domain_scores_codex":[0.9986464,0.0001646071,0.0003678711,0.0002040366,0.0002839268,0.0003331918],"domain_scores_gemma":[0.9971581,0.001985367,0.0002808161,0.0004816983,0.00004408028,0.00004992903],"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":[0.00003214805,0.000150018,0.0001298485,0.0001614336,0.0001467274,0.000006720833,0.004966253,0.0001959087,0.001122174,0.9898037,0.002376511,0.0009086026],"study_design_scores_gemma":[0.0003842153,0.000246057,0.00002106944,0.0000089753,0.00006832957,0.0001459087,0.003018457,0.01193685,0.002873998,0.980883,0.0002792562,0.0001338709],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853414,0.0003756124,0.007935374,0.00132685,0.0002661715,0.0009286433,0.00009616236,0.0000799237,0.003649916],"genre_scores_gemma":[0.9890746,0.00001177251,0.009869982,0.0001441431,0.00002035992,0.0001375647,0.000003056811,0.00003057806,0.000707906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01174094,"threshold_uncertainty_score":0.5197001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01122382884715618,"score_gpt":0.2625735923587911,"score_spread":0.251349763511635,"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."}}