{"id":"W2163377220","doi":"10.1186/1742-4682-6-27","title":"The Universal Plausibility Metric (UPM) & Principle (UPP)","year":2009,"lang":"en","type":"article","venue":"Theoretical Biology and Medical Modelling","topic":"Philosophy and History of Science","field":"Arts and Humanities","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"PROTO Manufacturing (Canada)","funders":"","keywords":"Assertion; Metric (unit); Set (abstract data type); Computer science; Inequality; Universal set; Epistemology; Mathematical economics; Mathematics; Philosophy; Programming language","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":[0.02595248,0.001233086,0.001747838,0.004132559,0.002994155,0.007486191,0.003723199,0.004597773,0.008476558],"category_scores_gemma":[0.08267709,0.0007440535,0.001794868,0.002776062,0.03070444,0.01377106,0.007408632,0.007462702,0.001679193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003527886,"about_ca_system_score_gemma":0.002909982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000951406,"about_ca_topic_score_gemma":0.0004781928,"domain_scores_codex":[0.9756455,0.01070303,0.002055188,0.004759607,0.006263968,0.0005725492],"domain_scores_gemma":[0.9122605,0.06524877,0.006085072,0.009395609,0.005867377,0.001142622],"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":[0.00003535112,0.00001149422,0.0004432006,0.0002477704,0.00003226329,0.00009385479,0.0002511237,0.0009856246,0.0002513259,0.9824603,0.001721475,0.01346638],"study_design_scores_gemma":[0.000006738774,0.00001507865,0.0001994436,0.00008108341,0.00001196272,0.0001291189,0.0000407256,0.001852198,0.0003597631,0.9926575,0.00463088,0.00001556239],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02270235,0.00847941,0.8352963,0.03270792,0.0009844949,0.0002434849,0.0009897586,0.0004509573,0.09814539],"genre_scores_gemma":[0.7240161,0.003618144,0.2600671,0.003491713,0.001690261,0.0008028841,0.0005714856,0.0001814349,0.005560718],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02595248,"threshold_uncertainty_score":0.1372514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03947701289130958,"score_gpt":0.2769197142605636,"score_spread":0.237442701369254,"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."}}