{"id":"W2730764794","doi":"10.70930/tac/2r27vm4u","title":"Equivalence of 2D-multitopic category and ana-bicategory","year":2006,"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":"","keywords":"Equivalence (formal languages); Computer science; Mathematics; 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":[0.000771524,0.0002372102,0.0003008512,0.001539832,0.001335548,0.002582391,0.0005186148,0.0006036452,0.005164085],"category_scores_gemma":[0.001431955,0.0002065189,0.0005088336,0.0006105458,0.002488698,0.003220954,0.003223854,0.001132862,0.0005329816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009148246,"about_ca_system_score_gemma":0.0005669605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001225661,"about_ca_topic_score_gemma":0.0006968198,"domain_scores_codex":[0.9982443,0.000328128,0.000111528,0.0004534043,0.0006433901,0.0002192658],"domain_scores_gemma":[0.9989385,0.0002382937,0.00007142236,0.0001444166,0.0004558187,0.0001514473],"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":[0.0000316726,0.00002064281,0.0008922447,0.00005656325,0.00001215635,0.000304011,0.000606122,0.0002342039,0.003143176,0.9745883,0.0009021735,0.01920866],"study_design_scores_gemma":[0.00001278958,0.00007502654,0.003887361,0.00006022553,0.00002060811,0.001885415,0.0008731018,0.003217728,0.004949505,0.9342996,0.05067744,0.00004115748],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3676903,0.003702911,0.356962,0.001800356,0.001195005,0.0001738938,0.0006058268,0.0008011453,0.2670686],"genre_scores_gemma":[0.9512157,0.0006511311,0.03181283,0.000547641,0.0001927881,0.0001282745,0.0004008695,0.00008513234,0.01496556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005164085,"threshold_uncertainty_score":0.01727557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01421779179420377,"score_gpt":0.2842514383603745,"score_spread":0.2700336465661707,"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."}}