{"id":"W4413966000","doi":"10.70930/tac/oj2bs96h","title":"Introduction to Coalgebra","year":2005,"lang":"en","type":"article","venue":"Theory and applications of categories","topic":"Logic, programming, and type systems","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coalgebra; Mathematics; Algebra over a field; Pure 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":[0.0003835028,0.00005237143,0.00007772425,0.00004724872,0.00009432477,0.00004170216,0.000228858,0.00002271547,0.00001294135],"category_scores_gemma":[0.00001555945,0.00004402616,0.00001449165,0.0002052391,0.00007202815,0.0001672682,0.00006385627,0.00003055166,0.00006354554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006061138,"about_ca_system_score_gemma":0.00001268014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005418792,"about_ca_topic_score_gemma":0.000002792309,"domain_scores_codex":[0.9995443,0.00003431159,0.0001172448,0.0001596537,0.00006263539,0.00008184862],"domain_scores_gemma":[0.9994941,0.00004531155,0.00004494034,0.0003172419,0.00005741525,0.00004096518],"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":[0.000003832813,0.00001758835,0.00001809798,0.000007055045,0.000003710978,2.245963e-8,0.0005652999,0.000009540344,0.0003506464,0.8660689,0.0004312973,0.132524],"study_design_scores_gemma":[0.00004646339,0.00002998341,0.0000966381,2.975553e-7,0.000003761115,0.000005590863,0.0001596737,0.00002529921,0.0101614,0.6049472,0.3844637,0.00006001556],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002719747,0.0002971922,0.9913957,0.002023195,0.00004926585,0.0002019535,3.898836e-7,0.00007975697,0.003232867],"genre_scores_gemma":[0.9949953,0.00001176591,0.00318228,0.00008252697,0.0004980307,0.0001022864,0.000002182936,0.000002706646,0.001122899],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9922756,"threshold_uncertainty_score":0.1795335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007935133698058643,"score_gpt":0.2365587807478605,"score_spread":0.2286236470498019,"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."}}