{"id":"W2009103796","doi":"10.1353/epi.0.0001","title":"Masking Disagreement among Experts","year":2006,"lang":"en","type":"article","venue":"Episteme","topic":"Philosophy and History of Science","field":"Arts and Humanities","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of British Columbia","keywords":"Credibility; Masking (illustration); Focus (optics); Politics; Psychology; Position (finance); Scientific consensus; Social psychology; Political science; Epistemology; Public relations; Law; Business; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.2065427,0.00143435,0.00219261,0.005085774,0.008384841,0.007171764,0.003525728,0.009100577,0.01108901],"category_scores_gemma":[0.4662848,0.001563003,0.001839043,0.003028398,0.006101132,0.009088485,0.01733977,0.008498404,0.003411631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004488872,"about_ca_system_score_gemma":0.008182734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00160121,"about_ca_topic_score_gemma":0.001458737,"domain_scores_codex":[0.6560678,0.250059,0.01990966,0.02104848,0.04486969,0.008045342],"domain_scores_gemma":[0.387703,0.4489051,0.04861645,0.06336257,0.0461963,0.005216594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.005262052,0.0005299583,0.04626218,0.004548587,0.001155556,0.00276562,0.2576577,0.003988327,0.04066541,0.2193066,0.04717522,0.3706828],"study_design_scores_gemma":[0.001342282,0.001182072,0.03114134,0.004618548,0.001112571,0.00165002,0.05212092,0.02966839,0.03672263,0.5480092,0.2917491,0.0006829356],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3505999,0.003042012,0.4136931,0.07852227,0.005901842,0.005860529,0.001125378,0.001565264,0.1396897],"genre_scores_gemma":[0.8706806,0.0004460058,0.09799646,0.01573879,0.001810296,0.004385662,0.0004643844,0.000288041,0.008189839],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9916152,"threshold_uncertainty_score":0.9784741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02311613018761309,"score_gpt":0.1823526111711619,"score_spread":0.1592364809835488,"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."}}