{"id":"W7013552258","doi":"","title":"Nonstandard Errors","year":2024,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (University of Western Australia)","topic":"Mathematical and Theoretical Analysis","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria; York University; Queen's University; Université du Québec à Montréal; University of Toronto; HEC Montréal; Wilfrid Laurier University","funders":"","keywords":"","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":[0.01101745,0.003076297,0.002826223,0.006181444,0.003445963,0.006805117,0.004461104,0.003906766,0.119423],"category_scores_gemma":[0.1002059,0.001504049,0.002471211,0.008113719,0.004536517,0.007087813,0.004761667,0.005811727,0.09998239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003391783,"about_ca_system_score_gemma":0.0042352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002357006,"about_ca_topic_score_gemma":0.003227233,"domain_scores_codex":[0.9779829,0.005182402,0.00316585,0.004997944,0.007216573,0.001454299],"domain_scores_gemma":[0.9159268,0.01550218,0.004014618,0.03904141,0.02472534,0.0007896779],"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":[0.0003231407,0.00006983864,0.0007735452,0.0005146306,0.0001018849,0.0004840396,0.0003361452,0.002464921,0.0008130624,0.6256131,0.2559554,0.1125503],"study_design_scores_gemma":[0.00006980098,0.00009717968,0.001126918,0.0004994166,0.00009945018,0.0009879776,0.0002642101,0.01252918,0.007779262,0.4933157,0.4831134,0.0001174657],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006438695,0.003431383,0.5114175,0.01127512,0.1488096,0.0004084826,0.00804954,0.008302507,0.3018672],"genre_scores_gemma":[0.2341877,0.003916992,0.2057691,0.004416318,0.01246996,0.0009088638,0.007134626,0.008412534,0.522784],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.119423,"threshold_uncertainty_score":0.3995098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1212981990533025,"score_gpt":0.3756792544283596,"score_spread":0.2543810553750571,"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."}}