{"id":"W6941016549","doi":"10.11575/prism/644","title":"The roles and challenges of research ethics boards: insights from the membership perspective","year":2006,"lang":"en","type":"other","venue":"PRISM (University of Calgary)","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"CLARITY; Research ethics; Perspective (graphical); Institution; Information ethics; Human research; Process (computing)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02309571,0.000282327,0.0003539684,0.001660722,0.0341024,0.02036878,0.002190584,0.00313531,0.004054469],"category_scores_gemma":[0.03119702,0.000402127,0.0002151028,0.002647734,0.02561371,0.005150331,0.006909199,0.004711669,0.0002842002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09253635,"about_ca_system_score_gemma":0.1869608,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8456875,"about_ca_topic_score_gemma":0.9318372,"domain_scores_codex":[0.96547,0.02088984,0.0005260166,0.001252366,0.004642175,0.007219618],"domain_scores_gemma":[0.9551071,0.0198376,0.002387913,0.0009191622,0.00713481,0.01461341],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008193295,0.0001609472,0.02130129,0.0002104234,0.00001604364,0.003074737,0.4686626,0.0007160351,0.0007149689,0.4300787,0.02030236,0.05468],"study_design_scores_gemma":[0.00003073458,0.00003779606,0.01536004,0.0002464816,0.00001737453,0.0004127859,0.7073617,0.0007651473,0.0003380493,0.02359358,0.2517891,0.00004720995],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4163896,0.00534634,0.00431493,0.1465251,0.0006309782,0.0003344735,0.00009115769,0.00004665587,0.4263208],"genre_scores_gemma":[0.9689086,0.001326757,0.001053129,0.004353227,0.00005528951,0.00003743838,0.00001825988,0.0000191833,0.02422815],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9968647,"threshold_uncertainty_score":0.6714013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04842918945316577,"score_gpt":0.2480759429700405,"score_spread":0.1996467535168747,"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."}}