{"id":"W4255865535","doi":"10.32920/ryerson.14636928","title":"The Problem of No Best World","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Medieval and Classical Philosophy","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science","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":[0.006231238,0.0006468235,0.001252272,0.001142922,0.01280615,0.01359472,0.002123279,0.006701889,0.01994291],"category_scores_gemma":[0.008115991,0.0005553455,0.0006648949,0.001000305,0.0397789,0.02454616,0.008298325,0.01234648,0.004050508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006699511,"about_ca_system_score_gemma":0.00462925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005892331,"about_ca_topic_score_gemma":0.006779274,"domain_scores_codex":[0.9953837,0.002208592,0.0001333358,0.001004406,0.0007064369,0.0005634457],"domain_scores_gemma":[0.9971474,0.001069424,0.000156855,0.0006777992,0.0005258747,0.0004225839],"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":[0.000002143465,0.000001660938,0.000009745884,0.000005558697,0.000001145071,0.000006206043,0.0002860051,0.00002256995,0.000004105822,0.9927559,0.005818307,0.001086745],"study_design_scores_gemma":[0.000004409813,0.000001817352,0.00001914962,0.00003110894,0.000001443563,0.00002333207,0.0005210895,0.00006207863,0.00001859514,0.9534156,0.0458974,0.000004012666],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004055072,0.006051522,0.01088179,0.1125798,0.001478065,0.00002095919,0.000152222,0.00007958518,0.864701],"genre_scores_gemma":[0.778372,0.005721326,0.01452675,0.04242265,0.003403141,0.0003000063,0.0003357825,0.000485863,0.1544325],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01994291,"threshold_uncertainty_score":0.06671566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05706276884115638,"score_gpt":0.2444912661366606,"score_spread":0.1874284972955042,"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."}}