{"id":"W170763256","doi":"10.1007/978-3-0346-0436-9_3","title":"Derived Functor SemiTor","year":2010,"lang":"en","type":"book-chapter","venue":"","topic":"Advanced Optimization Algorithms Research","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Mathematics; Endomorphism; Subcategory; Homotopy; Functor; Homotopy category; Pure mathematics; Idempotence; Discrete mathematics; Combinatorics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000125037,0.0003387172,0.0003996014,0.0001594391,0.00009103418,0.00004321083,0.0003153897,0.0006417618,0.03488476],"category_scores_gemma":[0.0003589606,0.0002929046,0.0001453988,0.0000239988,0.0001279014,0.00007673898,0.0001849242,0.000964153,0.001460089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007675017,"about_ca_system_score_gemma":0.0001206465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001191506,"about_ca_topic_score_gemma":0.00002180145,"domain_scores_codex":[0.9984167,0.000009544213,0.0003468751,0.000387211,0.0005603918,0.0002793172],"domain_scores_gemma":[0.9981684,0.0004099798,0.0001687221,0.000714523,0.0003557843,0.0001825655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002537252,0.00004586261,9.550748e-7,0.0001809001,0.0001698322,0.00005023318,0.00007979896,0.000008102861,0.001534917,0.9520491,0.03639501,0.009459854],"study_design_scores_gemma":[0.0002999758,0.00003143091,4.746913e-7,0.00005236241,0.00003224293,0.00001051508,0.00000693331,0.0003391979,0.0014326,0.3643069,0.6330366,0.0004507898],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002464056,0.00004596284,0.1415401,0.0001408254,0.0003898442,0.0004420751,0.00003630228,0.0002899618,0.8571125],"genre_scores_gemma":[0.000003038057,0.00006174936,0.3284742,0.00006831901,0.00040331,0.00001325001,0.00002925003,0.0001283164,0.6708186],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5966415,"threshold_uncertainty_score":0.9999523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0685574022644173,"score_gpt":0.3416462481687869,"score_spread":0.2730888459043695,"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."}}