{"id":"W2249785010","doi":"10.1177/1049732315605272","title":"Balancing Methodological Rigor and the Needs of Research Participants","year":2015,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"Hong Kong Baptist University","keywords":"Rigour; Perspective (graphical); Psychology; Research design; Engineering ethics; Limiting; Sociology; Epistemology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.8051663,0.002321636,0.004281151,0.01230327,0.01229769,0.01243129,0.008738483,0.01349405,0.002720628],"category_scores_gemma":[0.8301114,0.003683129,0.002017473,0.006551941,0.04669563,0.01645862,0.02212131,0.01392036,0.001333294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01393686,"about_ca_system_score_gemma":0.03977561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002695511,"about_ca_topic_score_gemma":0.004683247,"domain_scores_codex":[0.1056992,0.7819523,0.05697356,0.009244934,0.04226539,0.003864662],"domain_scores_gemma":[0.1646781,0.6372218,0.03739429,0.09100931,0.06282473,0.006871821],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.002098078,0.0004505423,0.006895825,0.01277168,0.0004669955,0.001615364,0.663451,0.001223615,0.005545228,0.1711439,0.007569516,0.1267684],"study_design_scores_gemma":[0.002660753,0.001896417,0.006970907,0.05470284,0.0007425387,0.003780189,0.2090442,0.01003254,0.01108188,0.526124,0.1722249,0.0007388606],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1135352,0.02115545,0.5164714,0.2603205,0.007972145,0.0579603,0.0006093728,0.0006214759,0.0213541],"genre_scores_gemma":[0.3680007,0.003721192,0.4095336,0.03182834,0.001468229,0.1822453,0.0002144665,0.0003598131,0.002628334],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1948337,"threshold_uncertainty_score":0.2402647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.978938657179903,"score_gpt":0.8236902541449121,"score_spread":0.1552484030349909,"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."}}