{"id":"W3101945113","doi":"10.70930/tac/e0v0rnh3","title":"A note on images of cover relations","year":2022,"lang":"en","type":"preprint","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":"Functor; Mathematics; Morphism; Cover (algebra); Cartesian closed category; Functor category; Pure mathematics; Image (mathematics); Natural transformation; Discrete mathematics; Combinatorics; Computer science; Artificial intelligence","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":[0.001119168,0.0004934241,0.0005043119,0.001169218,0.001456832,0.002555723,0.0006305727,0.0008193756,0.004807076],"category_scores_gemma":[0.002663597,0.0004339638,0.0008062911,0.0005199857,0.005931243,0.008819842,0.003805438,0.003285334,0.0004326738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001267882,"about_ca_system_score_gemma":0.0004173995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001283358,"about_ca_topic_score_gemma":0.0009013476,"domain_scores_codex":[0.9989412,0.000250579,0.00004056117,0.0002433765,0.0003159291,0.0002082589],"domain_scores_gemma":[0.9982311,0.001081226,0.0001034287,0.0002230659,0.0001860001,0.000175198],"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":[0.00002263183,0.00001116191,0.0005948445,0.00003947896,0.000005507906,0.0001704512,0.0008551962,0.0001973271,0.001581754,0.9912101,0.0005766666,0.004734834],"study_design_scores_gemma":[0.00001839692,0.00016177,0.003348066,0.00008937444,0.00004075958,0.001195008,0.001329683,0.003674249,0.01266822,0.918182,0.05925973,0.00003277002],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3749258,0.007140439,0.2172181,0.005529208,0.0006319816,0.00008148573,0.0004006946,0.0006525661,0.3934198],"genre_scores_gemma":[0.9569342,0.001758517,0.0242617,0.0005257038,0.0004624742,0.00005144363,0.0001598201,0.0001368333,0.01570949],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004807076,"threshold_uncertainty_score":0.01608127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01628209283244218,"score_gpt":0.3101843487376148,"score_spread":0.2939022559051726,"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."}}