{"id":"W2339049822","doi":"10.7202/1044265ar","title":"Multisite Research Ethics Review: Problems and Potential Solutions","year":2018,"lang":"en","type":"article","venue":"BioéthiqueOnline","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Engineering ethics; Management science; Research ethics; Process (computing); Reciprocal; Information ethics; Empirical research; Computer science; Engineering; Epistemology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02470938,0.0001550286,0.0003591409,0.0002059692,0.000579995,0.00004250156,0.0002585561,0.0009152009,0.0003733864],"category_scores_gemma":[0.05586735,0.0001258887,0.00009595108,0.0006320954,0.002497802,0.00007558779,0.0006026477,0.007013459,0.0003813039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009293836,"about_ca_system_score_gemma":0.0005914617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000279054,"about_ca_topic_score_gemma":0.0006680795,"domain_scores_codex":[0.9954795,0.0007295295,0.0005923103,0.0006170394,0.001871072,0.000710587],"domain_scores_gemma":[0.9875798,0.005444544,0.00008638112,0.0009546997,0.005403982,0.0005305723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002714963,0.007826472,0.02254913,0.07392813,0.00118882,0.00176818,0.007925299,0.000003375096,0.2061165,0.2836472,0.2941946,0.09813733],"study_design_scores_gemma":[0.007410116,0.01010285,0.03492992,0.04812311,0.0004640547,0.001546579,0.0005921828,0.005456419,0.006821172,0.1476392,0.7355394,0.001374964],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09522448,0.08941522,0.004318079,0.7820709,0.00102692,0.005899849,0.0001675821,0.0005278738,0.02134909],"genre_scores_gemma":[0.6252782,0.2974528,0.03209768,0.01835052,0.003756887,0.0001167919,0.0001513158,0.0001146837,0.02268107],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7637204,"threshold_uncertainty_score":0.9952774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7807093426920454,"score_gpt":0.6539740728794942,"score_spread":0.1267352698125512,"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."}}