{"id":"W4413965906","doi":"10.70930/tac/0w1wkwjx","title":"Sequential multicategories","year":2014,"lang":"en","type":"article","venue":"Theory and applications of categories","topic":"Homotopy and Cohomology in Algebraic Topology","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":[0.0007517414,0.0004209481,0.0002874158,0.001268436,0.00121005,0.001240277,0.0008234924,0.0003967297,0.005663763],"category_scores_gemma":[0.001099804,0.0002048705,0.0004363429,0.0009271513,0.002230465,0.002835327,0.003027491,0.0006409932,0.0008146088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007042569,"about_ca_system_score_gemma":0.0006909934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001880399,"about_ca_topic_score_gemma":0.001553491,"domain_scores_codex":[0.9990919,0.0001510924,0.00006042738,0.0002466939,0.0003086463,0.0001414423],"domain_scores_gemma":[0.9988608,0.0002257946,0.0001661744,0.0001920185,0.0004169088,0.0001382479],"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":[0.00001937658,0.00001652597,0.001244163,0.0001064554,0.00001407507,0.0002771984,0.0008935659,0.0006602129,0.002681342,0.9744503,0.0007416701,0.01889518],"study_design_scores_gemma":[0.00001110811,0.000162825,0.002993152,0.00007423652,0.00003888108,0.001565906,0.00141986,0.006817549,0.007416014,0.8776858,0.1017875,0.00002727779],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4045395,0.003172913,0.4283059,0.0007957133,0.0003376554,0.0001968881,0.0004826406,0.0004420591,0.1617267],"genre_scores_gemma":[0.9130949,0.0007793956,0.06014534,0.0002343596,0.0001599368,0.0001083315,0.0002363974,0.00005218071,0.02518922],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005663763,"threshold_uncertainty_score":0.01894712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01654593770380696,"score_gpt":0.2957673255886781,"score_spread":0.2792213878848712,"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."}}