{"id":"W2901954086","doi":"10.1007/s10485-020-09601-1","title":"The DG-Category of Secondary Cohomology Operations","year":2020,"lang":"en","type":"article","venue":"Applied Categorical Structures","topic":"Homotopy and Cohomology in Algebraic Topology","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada; Deutsche Forschungsgemeinschaft","keywords":"Cohomology; Theory of computation; Steenrod algebra; Algebra over a field; Functor; Type (biology); Group cohomology; Derived category","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":[0.0001587141,0.0001990736,0.0003920741,0.00002599475,0.0003309765,0.00001933265,0.0005442792,0.0002606011,0.0006559684],"category_scores_gemma":[0.0002676081,0.0001305028,0.00009399613,0.0001983238,0.0006662125,0.00002669604,0.0001537951,0.0005125698,0.00004034317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002115257,"about_ca_system_score_gemma":0.0001176168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000182649,"about_ca_topic_score_gemma":0.00004593281,"domain_scores_codex":[0.9985706,0.0001218246,0.0004785063,0.0003119789,0.000170909,0.0003461451],"domain_scores_gemma":[0.9985634,0.0007894338,0.0001112842,0.0003472361,0.0000552419,0.0001334097],"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":[0.00005689673,0.00001973345,0.00005902906,0.00002246685,0.00008812622,0.000009390687,0.0005690348,0.0000160908,0.00267765,0.9879194,0.004409787,0.004152399],"study_design_scores_gemma":[0.000384887,0.0001093899,0.0007864858,1.67826e-7,0.00004935915,0.00004495044,0.0004057693,0.00004197099,0.005839892,0.9871884,0.005000262,0.0001484521],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.798912,0.001190865,0.07093084,0.02606897,0.00138659,0.00176871,0.00002510056,0.0005472768,0.09916965],"genre_scores_gemma":[0.997504,0.00002553504,0.0007516834,0.001304601,0.0002124767,0.00006269731,0.00001232166,0.00002249702,0.000104202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.198592,"threshold_uncertainty_score":0.7182394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02932109520025417,"score_gpt":0.2821569527698296,"score_spread":0.2528358575695754,"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."}}