{"id":"W2837683139","doi":"10.3842/sigma.2020.049","title":"Reddening Sequences for Banff Quivers and the Class P","year":2020,"lang":"en","type":"article","venue":"Symmetry Integrability and Geometry Methods and Applications","topic":"Algebraic structures and combinatorial models","field":"Mathematics","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Class (philosophy); Mathematics; Pure mathematics; Algebra over a field; Combinatorics; Computer science; Artificial intelligence","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":[0.0005181607,0.0002396229,0.0002816939,0.001407407,0.00172011,0.001654602,0.0005087075,0.0005148103,0.005995423],"category_scores_gemma":[0.001538965,0.0002367339,0.0003537771,0.0007274508,0.00165682,0.002316803,0.001134624,0.00121974,0.000414307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008907796,"about_ca_system_score_gemma":0.0004079228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001228136,"about_ca_topic_score_gemma":0.001215577,"domain_scores_codex":[0.9996239,0.00005694587,0.00002250435,0.0001121836,0.00009982385,0.00008455724],"domain_scores_gemma":[0.9992204,0.0002358191,0.0001322845,0.00009109046,0.0001529025,0.0001674278],"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":[0.0000103508,0.00001521587,0.0005645168,0.00001498318,0.000002485773,0.0001070728,0.0001648882,0.0005454547,0.001005408,0.9910551,0.0004828706,0.006031633],"study_design_scores_gemma":[0.000005716766,0.0000346026,0.001236978,0.00001517514,0.000006924851,0.000342678,0.0001396239,0.01054618,0.002210212,0.9795012,0.005946535,0.00001418872],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.726699,0.0004228203,0.1311444,0.0003783946,0.0001103938,0.00007240065,0.0001768974,0.0002096973,0.140786],"genre_scores_gemma":[0.9756108,0.0001820782,0.01162053,0.0001128828,0.00003549754,0.00004427695,0.0001645082,0.00003073557,0.01219873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005995423,"threshold_uncertainty_score":0.02005666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05700853080365874,"score_gpt":0.3805580381351512,"score_spread":0.3235495073314924,"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."}}