{"id":"W1550736712","doi":"10.18438/b8v90m","title":"Evaluating Qualitative Research Studies for Evidence Based Library and Information Practice","year":2010,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Qualitative research; Critical appraisal; Relevance (law); Computer science; Process (computing); Narrative; Management science; Systematic review; Qualitative property; Engineering ethics; Data science; Psychology; Sociology; MEDLINE; Medicine; Alternative medicine; Social science; Engineering; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.01413557,0.0002642284,0.000280227,0.0008025235,0.002434413,0.004118846,0.000628449,0.0002282963,0.0003534846],"category_scores_gemma":[0.09897346,0.0002379483,0.0000707836,0.001926903,0.0009427312,0.9407711,0.000283273,0.0008355125,0.0001134203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002434604,"about_ca_system_score_gemma":0.002088671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003271747,"about_ca_topic_score_gemma":1.115883e-7,"domain_scores_codex":[0.9933313,0.002924673,0.001232556,0.0003164842,0.001582725,0.0006122306],"domain_scores_gemma":[0.9406771,0.05632296,0.001179642,0.0004374173,0.0009838267,0.0003990242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001060271,0.00003799977,0.0001129101,0.0004333135,0.00002421909,8.071186e-7,0.04226496,0.00008312889,0.0000682438,0.9118315,0.008326869,0.03575579],"study_design_scores_gemma":[0.0005448718,0.0005029264,0.0006793336,0.0006915523,0.00003669313,0.00000613605,0.1067586,0.01048689,0.0008576607,0.001563939,0.8775565,0.0003148366],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01711421,0.002467789,0.004187647,0.9525374,0.001120058,0.003338518,0.00008636645,0.0005251199,0.01862288],"genre_scores_gemma":[0.1216703,0.017635,0.2355042,0.6221241,0.0007547854,0.0008242737,0.0003051396,0.00003534156,0.001146798],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9366523,"threshold_uncertainty_score":0.9988643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1983503887858916,"score_gpt":0.5217509969449249,"score_spread":0.3234006081590333,"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."}}