{"id":"W2204396585","doi":"","title":"Research Involving Humans","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McGill University","funders":"","keywords":"Medical research; Context (archaeology); Human research; Corporate governance; Research ethics; Legislature; Political science; Engineering ethics; Public relations; Medicine; Law; Business; Engineering; Geography; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.05495591,0.0009843981,0.001569396,0.001787594,0.009420427,0.01728264,0.002712101,0.0179383,0.01185137],"category_scores_gemma":[0.05626057,0.0007679507,0.001196461,0.002816625,0.08899724,0.01651516,0.01336322,0.01362908,0.004449244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007640207,"about_ca_system_score_gemma":0.01834774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008405137,"about_ca_topic_score_gemma":0.007596582,"domain_scores_codex":[0.8823291,0.08985676,0.003272535,0.008952166,0.01291639,0.002673032],"domain_scores_gemma":[0.9392433,0.04161449,0.004065032,0.009856137,0.002701596,0.002519419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003285135,0.00003099212,0.0006141633,0.000368588,0.00003812405,0.0002184086,0.01222678,0.0001488571,0.0001712791,0.9399439,0.02680348,0.01940258],"study_design_scores_gemma":[0.0000371178,0.00007613943,0.0006061054,0.002274219,0.00003194589,0.0007586624,0.008242114,0.0001429599,0.0002716815,0.4225245,0.5649974,0.00003715059],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005990733,0.06929357,0.06025449,0.3025165,0.01145415,0.0006629819,0.0002444243,0.0001464506,0.5494367],"genre_scores_gemma":[0.3505154,0.05740415,0.06963641,0.3560944,0.01166953,0.003545418,0.0004272385,0.0004300903,0.1502774],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9820617,"threshold_uncertainty_score":0.2906381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.399330030838265,"score_gpt":0.598103271467166,"score_spread":0.198773240628901,"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."}}