{"id":"W4385145676","doi":"10.1177/10778004231188048","title":"Blurry Lines: Reflections on “Insider” Research","year":2023,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Autoethnography; Insider; Situated; Process (computing); Sociology; Psychology; Work (physics); Reflexivity; Epistemology; Social psychology; Public relations; Computer science; 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":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1228343,0.002237038,0.00234688,0.00495836,0.0380306,0.02785855,0.006406883,0.01483874,0.00398396],"category_scores_gemma":[0.2076268,0.002540397,0.003008461,0.003123493,0.1067508,0.04249527,0.03502726,0.03090163,0.001052131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01240778,"about_ca_system_score_gemma":0.00858312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004937746,"about_ca_topic_score_gemma":0.003481348,"domain_scores_codex":[0.727087,0.2325051,0.005068213,0.008481602,0.01651936,0.01033882],"domain_scores_gemma":[0.7662935,0.1861144,0.01034415,0.01644948,0.01335318,0.007445328],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000254899,0.00001624791,0.0002726162,0.0001144005,0.000007271407,0.0009626157,0.9753507,0.000065206,0.0004571897,0.01804928,0.001415635,0.003263391],"study_design_scores_gemma":[0.00001277223,0.00005894544,0.0002435153,0.0006194924,0.00001254573,0.00156312,0.9134892,0.0003180492,0.0008805409,0.0168314,0.06589842,0.00007195018],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5806389,0.01486942,0.109616,0.1955543,0.007041038,0.00089945,0.0001898257,0.0007964731,0.09039455],"genre_scores_gemma":[0.9701177,0.001887449,0.008054117,0.0114079,0.0006014424,0.0003371642,0.00003796699,0.0005641868,0.006991991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8771657,"threshold_uncertainty_score":0.6496178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9294918751736363,"score_gpt":0.7844160050587334,"score_spread":0.1450758701149029,"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."}}