{"id":"W2326672695","doi":"10.1177/1049732310392386","title":"Considering the Qualitative–Quantitative Language Divide","year":2010,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Mohawk College","funders":"","keywords":"Qualitative research; Linguistics; Psychology; Sociology; Computer science; Anthropology","routes":{"ca_aff":true,"ca_fund":false,"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","sts","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.1942965,0.0001976647,0.0004371587,0.0006220877,0.001794503,0.0005029234,0.001156702,0.00008853778,0.003315316],"category_scores_gemma":[0.0507159,0.0001145145,0.0001200309,0.002276319,0.001472503,0.0005864581,0.0003121461,0.00194719,0.003061461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001406438,"about_ca_system_score_gemma":0.001869743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001067055,"about_ca_topic_score_gemma":0.00398689,"domain_scores_codex":[0.9614653,0.02837425,0.00145148,0.0007860575,0.006802276,0.001120634],"domain_scores_gemma":[0.9143238,0.08073696,0.0004798762,0.001144227,0.002884635,0.0004304825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006509416,0.0000597627,0.0001972661,0.00002061255,0.00001791581,0.000002364128,0.7100136,0.000008737398,0.0008020626,0.2472113,0.02408145,0.01751988],"study_design_scores_gemma":[0.0004085322,0.0004879526,0.002853237,0.00002768174,0.000001464992,0.000003152424,0.792512,0.001011623,0.0003554666,0.1352288,0.06696343,0.0001466361],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8097304,0.0007000125,0.007172321,0.1584993,0.0007417891,0.001409714,0.0001016268,0.00007066572,0.02157427],"genre_scores_gemma":[0.9830456,0.00004955778,0.0079889,0.002525338,0.0001567139,0.0002143876,0.00001358087,0.00002264611,0.005983304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1733152,"threshold_uncertainty_score":0.999505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9024482665202305,"score_gpt":0.8039551711135557,"score_spread":0.09849309540667472,"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."}}