{"id":"W1992918955","doi":"10.5489/cuaj.1927","title":"Building a foundation of honesty, integrity and transparency","year":2014,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Honesty; Foundation (evidence); Transparency (behavior); Engineering ethics; Psychology; Computer science; Political science; Engineering; Computer security; Law; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.1227773,0.0008523006,0.001709652,0.004195489,0.02997554,0.03527511,0.003447704,0.02173569,0.007773541],"category_scores_gemma":[0.1860002,0.001519636,0.00135938,0.001911756,0.1118643,0.02811386,0.02240876,0.03990084,0.002301717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02282,"about_ca_system_score_gemma":0.1124462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03468539,"about_ca_topic_score_gemma":0.03266223,"domain_scores_codex":[0.8812881,0.05329426,0.00576698,0.009239941,0.03560118,0.01480957],"domain_scores_gemma":[0.6420643,0.1689825,0.02340688,0.03880749,0.07076994,0.05596881],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002746652,0.00009719117,0.001560188,0.0001118892,0.00005021031,0.0001767743,0.01991368,0.0004058695,0.0002538256,0.9106215,0.04908212,0.01769935],"study_design_scores_gemma":[0.0000490427,0.00003552724,0.001105989,0.0005895452,0.00002471013,0.0001421439,0.00834287,0.0006104182,0.0004805207,0.7614552,0.2270381,0.0001259251],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01195245,0.003530297,0.04436961,0.742487,0.004768465,0.0001928568,0.0000880861,0.0002594113,0.1923518],"genre_scores_gemma":[0.8408183,0.002187285,0.03686219,0.08220924,0.004164812,0.0005621415,0.0001236845,0.0004215662,0.03265072],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9782643,"threshold_uncertainty_score":0.6493162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06468245321786131,"score_gpt":0.4259702079265011,"score_spread":0.3612877547086398,"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."}}