{"id":"W2121965738","doi":"10.1177/1049732311431444","title":"Qualitative Research With Small Connected Communities","year":2012,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":152,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Confidentiality; Qualitative research; Engineering ethics; Mandate; Context (archaeology); Face (sociological concept); Sociology; Dual (grammatical number); Public relations; Research ethics; Political science; Social science; Law; Engineering","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","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.5057917,0.0003435816,0.0008154137,0.001619947,0.01024988,0.0003984358,0.001306716,0.0003751485,0.0008031793],"category_scores_gemma":[0.03871257,0.0002855732,0.0001188342,0.005774168,0.01960515,0.0009070652,0.0004436579,0.006467226,0.0006799964],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001972558,"about_ca_system_score_gemma":0.006502352,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1059467,"about_ca_topic_score_gemma":0.03588437,"domain_scores_codex":[0.5926304,0.3940952,0.0008661835,0.0005263822,0.006633152,0.005248734],"domain_scores_gemma":[0.8045208,0.1808379,0.0002769479,0.0009342866,0.01084606,0.002584008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002134958,0.000259795,0.0001437757,0.0002158315,0.00005190852,0.000002101905,0.5472039,2.875046e-7,0.00001336015,0.4433931,0.00505314,0.003449334],"study_design_scores_gemma":[0.0005315267,0.001239551,0.0003096849,0.0002829103,0.000002249456,0.000001090186,0.7708208,0.000005810482,0.00004452667,0.07240657,0.1540856,0.0002697051],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4374267,0.01274432,0.02298272,0.2863106,0.0006002188,0.008660442,0.0004185751,0.0006091754,0.2302472],"genre_scores_gemma":[0.9265067,0.002757292,0.05632772,0.001003483,0.0008958265,0.001171562,0.00009230692,0.0001304689,0.01111462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4890801,"threshold_uncertainty_score":0.9999596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9631838822008046,"score_gpt":0.8047230696801676,"score_spread":0.158460812520637,"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."}}