{"id":"W4387298193","doi":"10.1177/16094069231204820","title":"A Qualitative Multi-Methods Research Protocol: Applied Research Ethics in the Middle East North Africa Region","year":2023,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Research ethics; Desk; Human research; Middle East; Qualitative research; Protocol (science); Focus group; Political science; Engineering ethics; Geography; Sociology; Social science; Medicine; Engineering; Law; Alternative medicine; Anthropology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"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":[0.7006819,0.0003082313,0.0007169313,0.003267354,0.001663772,0.0005655908,0.003602176,0.0004859839,0.00007592056],"category_scores_gemma":[0.2367754,0.0002227682,0.0003643489,0.007699445,0.006737368,0.0006479482,0.0005295181,0.009137431,0.00008243741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001042514,"about_ca_system_score_gemma":0.003121261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001343217,"about_ca_topic_score_gemma":0.001216042,"domain_scores_codex":[0.3245284,0.6582268,0.002590603,0.000852627,0.01181421,0.001987324],"domain_scores_gemma":[0.7207566,0.2620872,0.0009676387,0.0005058789,0.01525564,0.0004270434],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005582871,0.0003046884,0.00002629299,0.00006968597,0.0001370725,0.00009796712,0.7370277,0.00002227619,0.000440475,0.2329534,0.002506978,0.02585522],"study_design_scores_gemma":[0.0008663717,0.0002813108,0.0002932549,0.0002095188,0.000005015092,0.000005735978,0.6245108,0.00009791627,0.00009424562,0.2652605,0.1082111,0.0001641793],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006460106,0.0003256626,0.7835675,0.142794,0.001380152,0.02927528,0.00006577586,0.000106341,0.03602515],"genre_scores_gemma":[0.01965848,0.0003480749,0.9611074,0.0004132759,0.001223834,0.01447227,0.0000108444,0.00007896173,0.002686895],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4639065,"threshold_uncertainty_score":0.9996359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9834879255999571,"score_gpt":0.8250494106063235,"score_spread":0.1584385149936336,"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."}}