{"id":"W2794435857","doi":"10.70930/tac/ejj6m9dq","title":"Weak units, universal cells, and coherence via universality for bicategories","year":2019,"lang":"en","type":"article","venue":"Theory and applications of categories","topic":"Homotopy and Cohomology in Algebraic Topology","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science","keywords":"Mathematics; Morphism; Degenerate energy levels; Merge (version control); Pure mathematics; Discrete mathematics; Combinatorics; Computer science","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":[0.0008149209,0.0003599723,0.0003768751,0.001813409,0.001452987,0.002210223,0.0007091961,0.0006536426,0.002190082],"category_scores_gemma":[0.001616738,0.0004435663,0.0006159181,0.001302594,0.004945838,0.0040408,0.003653066,0.001493181,0.0002635723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001206893,"about_ca_system_score_gemma":0.0005667374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002327136,"about_ca_topic_score_gemma":0.00198027,"domain_scores_codex":[0.998975,0.0002636477,0.00008976932,0.0002027518,0.0003304188,0.0001383036],"domain_scores_gemma":[0.9987015,0.0004865432,0.000122234,0.0002207345,0.0003105522,0.0001585388],"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":[0.00001062765,0.000009126607,0.0004805872,0.00003802267,0.000007149667,0.00009372288,0.0008919001,0.0007251248,0.001877399,0.9885036,0.000168143,0.007194678],"study_design_scores_gemma":[0.0000056819,0.00002608806,0.001147739,0.00003323302,0.00001510386,0.000219534,0.0007420164,0.004135503,0.002989438,0.981657,0.009004394,0.00002412834],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5138284,0.002440634,0.4097521,0.0008859672,0.00009788229,0.00008947447,0.0002043502,0.0004282137,0.07227293],"genre_scores_gemma":[0.958156,0.0004969508,0.03186833,0.00016132,0.00004737248,0.00009534141,0.0001349594,0.00005970377,0.008979945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002327136,"threshold_uncertainty_score":0.008756638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01489728517329616,"score_gpt":0.2624259733305638,"score_spread":0.2475286881572676,"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."}}