{"id":"W4412733311","doi":"10.1017/s0960129525000155","title":"The Grothendieck construction in the context of tangent categories","year":2025,"lang":"en","type":"article","venue":"Mathematical Structures in Computer Science","topic":"Homotopy and Cohomology in Algebraic Topology","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Context (archaeology); Computer science; Mathematics; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001396573,0.0003422233,0.0004815962,0.001928678,0.00155682,0.00319647,0.0006737811,0.000817123,0.002822646],"category_scores_gemma":[0.002089574,0.0003475615,0.0006458607,0.001138142,0.005906316,0.006176554,0.004158046,0.001943869,0.0003540834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001489299,"about_ca_system_score_gemma":0.0007250279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001929596,"about_ca_topic_score_gemma":0.001200364,"domain_scores_codex":[0.9982886,0.0005208884,0.00009548481,0.0003207619,0.0004999888,0.0002744012],"domain_scores_gemma":[0.9989308,0.000358003,0.0001067208,0.0002044737,0.0002316083,0.0001684144],"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":[0.000004624726,0.000003634912,0.0001037807,0.000009736827,0.000003160175,0.00005849757,0.0003285589,0.0002976668,0.000513821,0.9969639,0.0001288239,0.001583711],"study_design_scores_gemma":[0.00000679338,0.00002225145,0.0007169077,0.00002009812,0.000008992327,0.0001984033,0.0001948373,0.003059252,0.0009830974,0.9852487,0.009522607,0.00001807761],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4447542,0.002608722,0.4499078,0.001802892,0.0003319027,0.00009670644,0.0002925974,0.0003736504,0.09983145],"genre_scores_gemma":[0.9559159,0.0006349618,0.0359564,0.0002341988,0.0001616607,0.00005676039,0.0001201909,0.00007488713,0.00684503],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00319647,"threshold_uncertainty_score":0.01080567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0191740323352979,"score_gpt":0.3105130004430579,"score_spread":0.29133896810776,"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."}}