{"id":"W2123545098","doi":"10.1177/1049732311401424","title":"Are We There Yet? Positioning Qualitative Research Differently","year":2011,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Medical Research Council; Canadian Institutes of Health Research","keywords":"Qualitative research; Scholarship; Toolbox; Sociology; Appeal; Presentation (obstetrics); Public relations; Engineering ethics; Epistemology; Political science; Social science; Medicine; Computer science; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.1610981,0.0003728325,0.0008709885,0.001947118,0.009818318,0.00007191601,0.001206912,0.0003487664,0.005372779],"category_scores_gemma":[0.02604233,0.0003258516,0.0001114199,0.004568391,0.002019581,0.0006538178,0.0007080419,0.006070568,0.006528375],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0029474,"about_ca_system_score_gemma":0.005798051,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01234169,"about_ca_topic_score_gemma":0.003757581,"domain_scores_codex":[0.8167452,0.1700776,0.002400572,0.001199512,0.004608381,0.004968765],"domain_scores_gemma":[0.9171969,0.07162857,0.001275616,0.001162904,0.006682365,0.002053637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002019086,0.0001493845,0.001468474,0.001088089,0.00002417003,0.0000103544,0.7970058,8.955895e-8,0.00004618345,0.09369878,0.105142,0.00116482],"study_design_scores_gemma":[0.001103953,0.0009823998,0.0212345,0.001207322,0.000001927443,0.000001243663,0.8528792,0.00001880025,0.00005525299,0.08825477,0.03400738,0.0002532904],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5695778,0.001294549,0.003449321,0.3274951,0.001158466,0.01105174,0.001104164,0.0004633834,0.08440551],"genre_scores_gemma":[0.9624465,0.0007505781,0.005813878,0.01397975,0.0004705994,0.003687022,0.000042418,0.0001357951,0.01267346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3928688,"threshold_uncertainty_score":0.9999194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9911041150854989,"score_gpt":0.8755520705675698,"score_spread":0.1155520445179291,"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."}}