{"id":"W4402628792","doi":"10.1177/16094069241282871","title":"Different Paradigm Conceptions and Their Implications for Qualitative Research","year":2024,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Community Health and Development","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Qualitative research; Paradigm shift; Psychology; Epistemology; Cognitive science; Sociology; Social science; Philosophy","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"],"consensus_categories":[],"category_scores_codex":[0.03003808,0.0001446166,0.0003480656,0.0006107088,0.0006580515,0.00005485151,0.0003904988,0.00009961971,0.0001281007],"category_scores_gemma":[0.005129945,0.00009952993,0.0001384988,0.0002527134,0.0002943706,0.0002152788,0.0001552117,0.001177743,0.00001325149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005203292,"about_ca_system_score_gemma":0.000865018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005850539,"about_ca_topic_score_gemma":0.00004802173,"domain_scores_codex":[0.9805623,0.01750986,0.001113678,0.0001840799,0.0002854391,0.0003446186],"domain_scores_gemma":[0.9299981,0.06714686,0.0003074406,0.0001450401,0.002180353,0.0002222325],"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":[0.0001399519,0.00005881246,0.00008230131,0.0001221604,0.0002538279,7.015279e-7,0.5326549,7.090066e-7,0.0007192927,0.4088538,0.007179292,0.04993419],"study_design_scores_gemma":[0.0005419786,0.0002052502,0.002785977,0.0004541452,0.00001153589,0.0000110637,0.2679071,0.00008926369,0.00007251641,0.580145,0.1476857,0.00009043452],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05674717,0.004252118,0.8244394,0.1093894,0.002308352,0.0009088308,0.0003609628,0.00003415904,0.001559604],"genre_scores_gemma":[0.7202489,0.001450559,0.2721319,0.002134946,0.001239098,0.0007692938,0.00007263337,0.00005287668,0.001899825],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6635017,"threshold_uncertainty_score":0.9987799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.911455804702761,"score_gpt":0.8161495882075043,"score_spread":0.09530621649525672,"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."}}