{"id":"W2152171487","doi":"10.4171/dm/392","title":"Coherence for weak units","year":2013,"lang":"en","type":"preprint","venue":"Documenta Mathematica","topic":"Homotopy and Cohomology in Algebraic Topology","field":"Mathematics","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Mathematics; Morphism; Axiom; Equivalence (formal languages); Coherence (philosophical gambling strategy); Unit (ring theory); Contractible space; Weak equivalence; Pure mathematics; Discrete mathematics; Combinatorics; Geometry; Physics; Quantum mechanics","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":[],"category_scores_codex":[0.0006595491,0.0006062684,0.001106348,0.0001490823,0.0001799019,0.0001578493,0.001162137,0.0008030783,0.00503683],"category_scores_gemma":[0.001144691,0.0005395911,0.0002487992,0.000135112,0.0003166804,0.0001166013,0.0009878054,0.0007147794,0.0006796353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001178062,"about_ca_system_score_gemma":0.0002260169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000286945,"about_ca_topic_score_gemma":0.0000133041,"domain_scores_codex":[0.9970946,0.0001786868,0.0009677237,0.0007464431,0.0003151511,0.0006974443],"domain_scores_gemma":[0.9956815,0.001766977,0.0006275516,0.001481162,0.0002631672,0.0001797023],"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":[0.00001793866,0.0002381301,0.0000187401,0.001972842,0.0003570112,0.00000679195,0.001288047,0.000001082861,0.0001242687,0.9069571,0.08803045,0.0009875824],"study_design_scores_gemma":[0.0005359955,0.0001143307,0.00000485523,0.0003556675,0.0002790063,0.00005254827,0.0004155967,0.0002501615,0.001832121,0.9891843,0.006438279,0.0005371111],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6039193,0.0009743329,0.1260497,0.01077181,0.006889118,0.02253553,0.0008112737,0.002341121,0.2257079],"genre_scores_gemma":[0.5423567,0.0001009097,0.3454252,0.00126587,0.00119616,0.01549353,0.0004992687,0.0005104494,0.09315188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2193755,"threshold_uncertainty_score":0.9997056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07342275090744406,"score_gpt":0.3518689464077281,"score_spread":0.2784461955002841,"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."}}