{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.09862316,0.0008021937,0.001109964,0.0032082,0.01437723,0.007723743,0.003912292,0.003311437,0.0118064],"category_scores_gemma":[0.09815633,0.001219214,0.0007384138,0.004041126,0.01506184,0.008451674,0.0142124,0.004100981,0.001646897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006040189,"about_ca_system_score_gemma":0.01448288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00302361,"about_ca_topic_score_gemma":0.006264325,"domain_scores_codex":[0.8634222,0.1235971,0.002139338,0.004538298,0.004273687,0.002029398],"domain_scores_gemma":[0.8605708,0.1134849,0.004283551,0.008284338,0.007933322,0.005443125],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003553851,0.0004577422,0.003533902,0.002087477,0.00004788921,0.001262409,0.8383695,0.001013942,0.002318792,0.0931986,0.007613719,0.04974056],"study_design_scores_gemma":[0.0005716512,0.0007760559,0.002290376,0.00459952,0.00005676059,0.001478376,0.5575647,0.003340526,0.003726226,0.1511395,0.2742923,0.0001639046],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.364356,0.004385935,0.4270085,0.02782836,0.001874769,0.06825154,0.001833604,0.0005375991,0.1039237],"genre_scores_gemma":[0.6490886,0.002296188,0.2545948,0.006155951,0.0003275957,0.07058699,0.0005386259,0.000205169,0.01620606],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9013768,"threshold_uncertainty_score":0.5215753,"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."}}