{"id":"W4413966128","doi":"10.70930/tac/dt9mik71","title":"Nearly locally presentable categories","year":2018,"lang":"en","type":"article","venue":"Theory and applications of categories","topic":"Advanced Algebra and Logic","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Israel Science Foundation; Grantová Agentura České Republiky","keywords":"Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002679694,0.00009759502,0.000128669,0.00004955607,0.0002620448,0.00006548299,0.0004878558,0.00003865494,0.00002712796],"category_scores_gemma":[0.00002420621,0.00008142797,0.00002239259,0.000330395,0.0007279483,0.0004487626,0.0001785642,0.00005785361,0.00003452706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000512397,"about_ca_system_score_gemma":0.0000437446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001326545,"about_ca_topic_score_gemma":0.000005049579,"domain_scores_codex":[0.9992956,0.00004850699,0.0001631157,0.000230246,0.00009965648,0.000162878],"domain_scores_gemma":[0.9990726,0.0001621124,0.00007930696,0.0004839903,0.0001455252,0.00005642778],"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":[0.0000148925,0.00002447935,0.00008845289,0.0000114626,0.000007932097,1.940827e-7,0.0006486148,0.00000424306,0.000592729,0.9706278,0.0000835639,0.02789562],"study_design_scores_gemma":[0.00009828358,0.00008228446,0.0003935556,0.000002588631,0.000006672555,0.000006821185,0.000318981,0.00009564848,0.02667751,0.9550706,0.01714557,0.0001014747],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01210521,0.0006265948,0.9741904,0.0002028686,0.00004659464,0.0001848495,0.000002854288,0.0001088032,0.01253187],"genre_scores_gemma":[0.9919307,0.00004620796,0.006379665,0.0001047725,0.0001188133,0.0000865597,0.000003125188,0.000005652285,0.001324482],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9798255,"threshold_uncertainty_score":0.3320536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008508780536328397,"score_gpt":0.2487255233343698,"score_spread":0.2402167427980414,"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."}}