{"id":"W3032492348","doi":"10.1145/3313831.3376800","title":"\"I'm hoping they're an ethical company that won't do anything that I'll regret\"","year":2020,"lang":"en","type":"article","venue":"","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Regret; Internet privacy; Work (physics); Mental health; Qualitative property; Information privacy; Social media; Computer science; Data sharing; Psychology; Business; Public relations; Data science; World Wide Web; Engineering; Medicine; Political science","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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.005196127,0.0002691049,0.0006467472,0.0000910416,0.0002331554,0.0001878522,0.0006460383,0.001415395,0.002116121],"category_scores_gemma":[0.0148209,0.0002000327,0.0002273263,0.0002732459,0.0004180834,0.0002040901,0.0005438066,0.0103909,0.0003739497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009403547,"about_ca_system_score_gemma":0.0005375273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001850726,"about_ca_topic_score_gemma":0.0003075805,"domain_scores_codex":[0.9951271,0.0004440716,0.0005005772,0.0008840308,0.002353586,0.0006906432],"domain_scores_gemma":[0.9879462,0.009391164,0.0001115904,0.000997158,0.0003641355,0.001189765],"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":[0.003245256,0.0009463168,0.3198464,0.003636183,0.0006401967,0.002015864,0.03943232,0.00007612659,0.01066574,0.567892,0.02445092,0.02715262],"study_design_scores_gemma":[0.0284154,0.0134393,0.1796878,0.01275431,0.0009497047,0.0004906533,0.0966044,0.05524264,0.06457938,0.4329745,0.10932,0.00554189],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3395381,0.0005017493,0.004182,0.5160672,0.0003991997,0.0009516143,0.000009915817,0.0007520114,0.1375982],"genre_scores_gemma":[0.9363171,0.0005030402,0.005650425,0.05535538,0.000671659,0.00001113808,0.00001614271,0.00006363141,0.001411423],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.596779,"threshold_uncertainty_score":0.999881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6923456100665537,"score_gpt":0.5812091615250183,"score_spread":0.1111364485415354,"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."}}