{"id":"W4409057088","doi":"10.1177/10497323251323225","title":"Constructing Research Quality: On the Performativity of the COREQ Checklist","year":2025,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Checklist; Scrutiny; Credibility; Qualitative research; Quality (philosophy); Psychology; Accountability; Performativity; Performative utterance; Social psychology; Sociology; Epistemology; Cognitive psychology; Political science; Social science","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","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.4801529,0.0001698148,0.0005192952,0.000596779,0.009394337,0.0002242853,0.001718683,0.0002193956,0.0002163945],"category_scores_gemma":[0.1833893,0.0001015206,0.0001874884,0.006173153,0.02145987,0.0002024935,0.0006450058,0.005455641,0.00006220225],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001614318,"about_ca_system_score_gemma":0.009038592,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02354923,"about_ca_topic_score_gemma":0.007478694,"domain_scores_codex":[0.6866519,0.3022743,0.00116786,0.0005822164,0.007212873,0.002110899],"domain_scores_gemma":[0.800378,0.1919019,0.000371696,0.001081468,0.005905963,0.0003609382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008372046,0.00008609236,0.0005454154,0.0003394518,0.00002786762,2.431574e-7,0.2688285,3.59959e-7,0.00003734107,0.7097034,0.007243262,0.01310441],"study_design_scores_gemma":[0.0002052489,0.0001928974,0.00162546,0.0004720459,0.00000109399,9.684329e-8,0.6836783,0.00003087776,0.0005249939,0.2591797,0.05401176,0.00007752158],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1235376,0.000483939,0.0007001615,0.4844651,0.0003101878,0.002485064,0.0001020082,0.00003316676,0.3878827],"genre_scores_gemma":[0.9814829,0.0005159414,0.001327783,0.001352699,0.0001529992,0.0002712238,0.000003646368,0.00001906722,0.0148738],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8579452,"threshold_uncertainty_score":0.9968388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8931451488026432,"score_gpt":0.7860573457416813,"score_spread":0.1070878030609619,"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."}}