{"id":"W340252552","doi":"","title":"Research Ethics Broadly Writ: Beyond REB Review","year":2011,"lang":"en","type":"article","venue":"Health law review","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Research ethics; Political science; Mandate; Writ; Corporate governance; Politics; Engineering ethics; Law and economics; Law; Public relations; Sociology; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.1148575,0.0002653975,0.001688897,0.0001023675,0.0005613538,0.00001781579,0.0007324047,0.0006555254,0.002838766],"category_scores_gemma":[0.05339191,0.0002048615,0.0003409721,0.001394689,0.001050316,0.00008116072,0.0004400888,0.015122,0.003243014],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003554906,"about_ca_system_score_gemma":0.005846735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001848709,"about_ca_topic_score_gemma":0.001301548,"domain_scores_codex":[0.9870411,0.004433796,0.002215235,0.0009332516,0.003981903,0.001394747],"domain_scores_gemma":[0.9729294,0.01639275,0.0004755448,0.003620362,0.00448774,0.002094194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003082746,0.0002347503,0.000075096,0.3988042,0.00002634288,0.00007024123,0.0001389326,9.85915e-10,9.757058e-7,0.4527756,0.09655875,0.05128424],"study_design_scores_gemma":[0.0002611761,0.0008077314,0.0001985308,0.2450841,0.0000536041,0.00007226421,0.00001156404,3.422304e-7,0.000007525456,0.0200012,0.7333751,0.000126892],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006867232,0.6272891,0.00001188415,0.2114709,0.0001768173,0.002700392,0.000007968961,0.00006471578,0.1582714],"genre_scores_gemma":[0.0004085929,0.7108322,0.002704939,0.2821603,0.0002413333,0.0001935877,0.0000228843,0.0000523761,0.003383778],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6368164,"threshold_uncertainty_score":0.9997892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9203727197736232,"score_gpt":0.7393014445128404,"score_spread":0.1810712752607828,"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."}}