{"id":"W2052254706","doi":"10.2139/ssrn.2457275","title":"Tightening Bounds in Triangular Systems","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Statistical Methods and Inference","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Mathematics; Computer science; Geology","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":[0.01079667,0.001384092,0.002603656,0.002799768,0.001969764,0.004373273,0.00394532,0.002591124,0.01717879],"category_scores_gemma":[0.1289976,0.001631549,0.001550364,0.00310027,0.005700145,0.009186964,0.007329784,0.007932274,0.001700671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002282718,"about_ca_system_score_gemma":0.001724943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005209578,"about_ca_topic_score_gemma":0.005242028,"domain_scores_codex":[0.9898274,0.005220464,0.000482704,0.001581595,0.001972879,0.0009148937],"domain_scores_gemma":[0.8510694,0.1277522,0.004872429,0.009159831,0.004946805,0.002199422],"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":[0.00009855074,0.00005371587,0.001137644,0.000285871,0.00005341921,0.0001132589,0.0004370146,0.06908172,0.0005552207,0.9042991,0.004470404,0.01941401],"study_design_scores_gemma":[0.00001082871,0.00001902741,0.0001391583,0.0000425947,0.00001375532,0.00002373863,0.00004453863,0.2110056,0.0001616587,0.7874439,0.001083349,0.0000117728],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01905211,0.001277554,0.9647021,0.001199648,0.0001981325,0.0000556971,0.0002658055,0.0002742765,0.01297462],"genre_scores_gemma":[0.6913561,0.002772395,0.2833666,0.001873319,0.001117874,0.0006305993,0.001457195,0.001084387,0.01634153],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01717879,"threshold_uncertainty_score":0.05746871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03330442603176195,"score_gpt":0.3307541724753086,"score_spread":0.2974497464435466,"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."}}