{"id":"W2969465980","doi":"10.1177/1747016119868900","title":"A reflection on research ethics and citizen science","year":2019,"lang":"en","type":"article","venue":"Research Ethics","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Warrant; Research ethics; Harm; Engineering ethics; Confusion; Institution; Institutional review board; Term (time); Political science; Public relations; Psychology; Law; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts","research_integrity"],"category_scores_codex":[0.3655352,0.0002014384,0.0004100658,0.002135534,0.002690338,0.0004617746,0.001047908,0.002713404,0.0003399045],"category_scores_gemma":[0.5448238,0.0001710204,0.00008862107,0.00461066,0.01086036,0.0002437309,0.001667386,0.1090414,0.002113696],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00110423,"about_ca_system_score_gemma":0.02111711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000668152,"about_ca_topic_score_gemma":0.0005371004,"domain_scores_codex":[0.9621148,0.007003711,0.0006187161,0.001774929,0.02611583,0.002372071],"domain_scores_gemma":[0.625861,0.3439129,0.00008985776,0.003069038,0.02525853,0.001808676],"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":[0.002046871,0.000572147,0.008494363,0.003648332,0.00005895898,0.000175513,0.01601097,0.000007448084,0.09014837,0.8710628,0.002396559,0.005377674],"study_design_scores_gemma":[0.004462325,0.01584743,0.02833327,0.007574666,0.00002198549,0.0001565285,0.01317645,0.002214084,0.04213912,0.8358817,0.04947498,0.0007175117],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5724685,0.0003597828,0.00004522568,0.2343452,0.0004101738,0.001980019,0.000007667556,0.0001282595,0.1902551],"genre_scores_gemma":[0.9656547,0.007866268,0.0009674882,0.001989354,0.0004036815,0.00006835786,0.000004976879,0.00006566598,0.02297951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3931862,"threshold_uncertainty_score":0.9986632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9464113414639415,"score_gpt":0.7884269297242767,"score_spread":0.1579844117396647,"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."}}