{"id":"W2767911308","doi":"","title":"\"Without trust, research is impossible\": Administrative inertia in addressing legal threats to research confidentiality","year":2017,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Confidentiality; Political science; Internet privacy; Public relations; Public administration; Computer security; Business; Law; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2913677,0.0003582875,0.0008589157,0.00409664,0.02688574,0.04260014,0.003740232,0.008826852,0.003984512],"category_scores_gemma":[0.4452131,0.001393019,0.001050339,0.005537575,0.05940754,0.03108177,0.01888743,0.02302859,0.001083748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02588311,"about_ca_system_score_gemma":0.09633544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0201075,"about_ca_topic_score_gemma":0.02273821,"domain_scores_codex":[0.6029201,0.2857044,0.02154276,0.01114758,0.06090229,0.01778275],"domain_scores_gemma":[0.378619,0.4675261,0.05471154,0.03508738,0.03894398,0.02511201],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001250323,0.0001276792,0.01685345,0.0007819444,0.00009451118,0.0008710544,0.2490462,0.0003211174,0.0005969136,0.5329402,0.07170747,0.1265343],"study_design_scores_gemma":[0.0001157524,0.0001988504,0.02004993,0.005919489,0.000102282,0.001804899,0.2262948,0.0008773816,0.001002121,0.1341091,0.6091816,0.0003437159],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08879587,0.01514197,0.01534521,0.809691,0.002440777,0.0002308108,0.00005789574,0.0001464369,0.0681501],"genre_scores_gemma":[0.8351641,0.01220397,0.01107587,0.1303214,0.002877953,0.0004446608,0.00005939354,0.000237441,0.007615155],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7086323,"threshold_uncertainty_score":0.8738698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5268364840254622,"score_gpt":0.5817798335684408,"score_spread":0.05494334954297853,"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."}}