{"id":"W2566010696","doi":"10.1037/qup0000064","title":"An account from the inside: Examining the emotional impact of qualitative research through the lens of “insider” research.","year":2017,"lang":"en","type":"article","venue":"Qualitative Psychology","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario","funders":"National Institute of Mental Health; National Institutes of Health","keywords":"Insider; Qualitative research; Psychology; Empathy; Social psychology; Applied psychology; Public relations; Sociology; 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":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.2053888,0.0002488169,0.0005803831,0.000179405,0.006977515,0.0003016284,0.003840426,0.0003403671,0.0005353833],"category_scores_gemma":[0.08296811,0.0001227771,0.0002710278,0.0009773291,0.04479863,0.0009306801,0.0004621612,0.002925446,0.00005780774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002301022,"about_ca_system_score_gemma":0.001502,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1030338,"about_ca_topic_score_gemma":0.01064737,"domain_scores_codex":[0.7758604,0.2171255,0.001023548,0.0008066471,0.003839655,0.001344246],"domain_scores_gemma":[0.8455846,0.1466576,0.0007839649,0.002131119,0.00470254,0.0001402466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001885198,0.0001421724,0.0005282018,0.000008967721,0.0001966047,0.000001559312,0.6511768,0.000003815881,0.001341353,0.3394185,0.005277954,0.001715662],"study_design_scores_gemma":[0.0002786529,0.0006505375,0.05849195,0.00006146882,0.000006979228,3.687455e-7,0.4962076,0.000006191094,0.0000544627,0.4414378,0.002719755,0.00008417411],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8330095,0.001016005,0.002685868,0.1176253,0.0003619138,0.001235198,0.0005167078,0.00002100429,0.04352849],"genre_scores_gemma":[0.9944272,0.0007733438,0.003349918,0.0005019651,0.0005299672,0.0001190068,0.00001578491,0.0000326294,0.0002501697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1614177,"threshold_uncertainty_score":0.9993749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.914757044740666,"score_gpt":0.794122769629265,"score_spread":0.120634275111401,"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."}}