{"id":"W4367030010","doi":"10.3138/cjpe.0019.011","title":"Planning for Multi-Site Ethics Review","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Program Evaluation","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Timeline; Ethics committee; Engineering ethics; Institutional review board; Political science; Psychology; Sociology; Management science; Public administration; Engineering; History; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["research_integrity"],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":true,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0274677,0.00007969812,0.0002575286,0.0001914715,0.0001333738,0.00004122008,0.0001405986,0.0002805946,0.0002205723],"category_scores_gemma":[0.07344625,0.0000682265,0.0001649612,0.0001965265,0.0001097164,0.0001088202,0.000006340505,0.001997489,0.00002260751],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004668005,"about_ca_system_score_gemma":0.01061111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001530555,"about_ca_topic_score_gemma":0.01377497,"domain_scores_codex":[0.9976711,0.0002235637,0.0006502719,0.0001304267,0.001038515,0.0002861015],"domain_scores_gemma":[0.9923912,0.001624,0.0002816979,0.0001893077,0.004774217,0.0007396207],"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":[0.00007060297,0.0001172335,0.008544317,0.002241216,0.0001103353,0.00003570138,0.001434922,0.0001768801,0.00006932131,0.0009045625,0.008432396,0.9778625],"study_design_scores_gemma":[0.007955953,0.003861805,0.02510257,0.03184959,0.001557355,0.0004310297,0.0003360191,0.05755352,0.0002595061,0.005467217,0.8652541,0.0003713319],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09456857,0.3445177,0.02937122,0.5003095,0.002261603,0.02345535,0.00006109913,0.00008810412,0.005366839],"genre_scores_gemma":[0.4992401,0.007101967,0.4683599,0.02042497,0.002649615,0.0004248654,0.0001099821,0.00008548449,0.001603146],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9774912,"threshold_uncertainty_score":0.9949978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9187820484258153,"score_gpt":0.7280834737579588,"score_spread":0.1906985746678566,"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."}}