{"id":"W2782102453","doi":"10.1177/1747016117750208","title":"Ethics review and freedom of information requests in qualitative research","year":2018,"lang":"en","type":"article","venue":"Research Ethics","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Winnipeg","funders":"","keywords":"Freedom of information; Vetting; Transparency (behavior); Government (linguistics); Bureaucracy; Political science; Engineering ethics; Information ethics; Public relations; Qualitative research; Citizenship; Sociology; Research ethics; Law; Social science; Politics; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.5452964,0.0001329774,0.0004320811,0.001055456,0.001791599,0.0001793611,0.0007762114,0.0009970417,0.0001707961],"category_scores_gemma":[0.4450229,0.0001226594,0.00005445176,0.004202364,0.0218849,0.001054966,0.0004920511,0.01340138,0.0001295705],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004059233,"about_ca_system_score_gemma":0.00633976,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02697102,"about_ca_topic_score_gemma":0.01867033,"domain_scores_codex":[0.8007063,0.1853814,0.001198668,0.0005532039,0.01023906,0.001921372],"domain_scores_gemma":[0.8381715,0.1373612,0.0002156759,0.0007027718,0.02295205,0.0005967593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003128242,0.00003064061,0.00006375889,0.001810666,0.000009249064,0.000001505896,0.5012445,1.177902e-7,0.00005829167,0.4923163,0.001981923,0.002451807],"study_design_scores_gemma":[0.0003403188,0.000650791,0.0004739358,0.003637406,0.000005941782,7.176707e-7,0.3126126,0.00003910972,0.0002060307,0.5134875,0.1683426,0.0002030129],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.01153713,0.02429167,0.003904596,0.7844961,0.0002797758,0.004165289,0.0001118031,0.0000910411,0.1711227],"genre_scores_gemma":[0.4623853,0.4894917,0.04145946,0.003028452,0.0007775874,0.0003616694,0.00003409056,0.00006266999,0.0023991],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7814676,"threshold_uncertainty_score":0.9995079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8226387391353674,"score_gpt":0.7699121586614852,"score_spread":0.05272658047388223,"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."}}