{"id":"W2044032527","doi":"10.1016/j.ctcp.2005.08.001","title":"Encouraging additional research capacity as an intellectual enterprise: Extending Ernst's engagement","year":2005,"lang":"en","type":"review","venue":"Complementary Therapies in Clinical Practice","topic":"Complementary and Alternative Medicine Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Argument (complex analysis); Excellence; Epistemology; Medicine; Engineering ethics; Management; Public relations; Political science; Philosophy; Economics; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01405507,0.0008164786,0.002724644,0.0008795431,0.0007052037,0.0001013952,0.0009463161,0.0001157629,0.06206719],"category_scores_gemma":[0.01279353,0.0006781487,0.0007159992,0.0007373904,0.0009791369,0.0007093885,0.001140313,0.005654356,0.0004506755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001041591,"about_ca_system_score_gemma":0.0005989974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003477603,"about_ca_topic_score_gemma":0.0002154766,"domain_scores_codex":[0.9851213,0.007127651,0.00330688,0.001512349,0.001882469,0.001049368],"domain_scores_gemma":[0.9465364,0.05065444,0.0008623993,0.001057327,0.0004663737,0.0004230404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004147241,0.002405065,0.0002213754,0.001299471,0.001963981,0.0004239664,0.002131083,2.810624e-7,1.646111e-7,0.0007630212,0.03028091,0.9600959],"study_design_scores_gemma":[0.001985167,0.00289346,0.0001535905,0.01051771,0.001011445,0.0003478701,0.01155677,0.00002322481,2.209186e-7,0.0005811272,0.9704055,0.0005239688],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006802827,0.9811757,0.0001227938,0.002207414,0.001477629,0.002977198,0.000955209,0.0001015406,0.01030225],"genre_scores_gemma":[0.000868833,0.979119,0.008509181,0.002125946,0.005369847,0.0004678164,0.003130695,0.0001048806,0.0003038271],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.959572,"threshold_uncertainty_score":0.999567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6333648142710618,"score_gpt":0.634764260637042,"score_spread":0.001399446365980217,"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."}}