{"id":"W4413965944","doi":"10.70930/tac/edjvflmi","title":"Model categories with simple homotopy categories","year":2015,"lang":"en","type":"article","venue":"Theory and applications of categories","topic":"Homotopy and Cohomology in Algebraic Topology","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Simple (philosophy); Mathematics; Homotopy; Computer science; Pure mathematics","routes":{"ca_aff":false,"ca_fund":false,"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":[0.001534394,0.0007193102,0.0006349165,0.001779321,0.002179761,0.003483966,0.001155071,0.001534018,0.007642514],"category_scores_gemma":[0.002403511,0.0005799825,0.0009593932,0.001467539,0.005005527,0.008289317,0.005538575,0.002100515,0.0007876694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001371198,"about_ca_system_score_gemma":0.0006963136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001109812,"about_ca_topic_score_gemma":0.001396298,"domain_scores_codex":[0.9983352,0.0004658607,0.00007948694,0.0002892434,0.0006236702,0.0002066006],"domain_scores_gemma":[0.998684,0.0004439397,0.000120366,0.0002812111,0.0002284916,0.0002420493],"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":[0.000004682442,0.000005310539,0.0001552746,0.00002762229,0.000003820017,0.00005318645,0.0003178474,0.000193898,0.0004909172,0.9968935,0.0003092259,0.001544504],"study_design_scores_gemma":[0.000006660478,0.00001826963,0.0002715783,0.00002174908,0.000007905276,0.0002497596,0.0003418317,0.002237259,0.0007512781,0.984966,0.01111616,0.00001149808],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3090026,0.003368908,0.5441167,0.004086758,0.0004576722,0.0001841318,0.0006445558,0.000948327,0.1371903],"genre_scores_gemma":[0.934985,0.0005968691,0.05088646,0.0004012138,0.0001606775,0.0001704855,0.0002464132,0.00008877926,0.01246406],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007642514,"threshold_uncertainty_score":0.02556676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02974208395654461,"score_gpt":0.2969592441316521,"score_spread":0.2672171601751075,"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."}}