{"id":"W2790704963","doi":"10.46743/2160-3715/2018.2923","title":"Exploring Identity: What We Do as Qualitative Researchers","year":2018,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Autoethnography; Qualitative research; Introspection; Sociology; Craft; Identity (music); Reflexivity; Context (archaeology); Epistemology; Value (mathematics); Psychology; Pedagogy; Social science; Aesthetics","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":["metaresearch"],"category_scores_codex":[0.3877149,0.002253733,0.004182953,0.00877574,0.02328287,0.03149812,0.009430105,0.01280922,0.006233226],"category_scores_gemma":[0.3959189,0.002560038,0.00226048,0.01001224,0.05853866,0.03377597,0.01786491,0.02042246,0.003029242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01652182,"about_ca_system_score_gemma":0.04270216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006613099,"about_ca_topic_score_gemma":0.005944977,"domain_scores_codex":[0.4389827,0.514091,0.0120781,0.008173642,0.02144424,0.005230322],"domain_scores_gemma":[0.446831,0.4330759,0.01762067,0.04074134,0.04853879,0.01319229],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007048703,0.0001693462,0.001242191,0.002527776,0.00005105286,0.0004460355,0.8447514,0.0003468239,0.0009742876,0.09070867,0.01394938,0.0447627],"study_design_scores_gemma":[0.00007266706,0.0001267723,0.0003660799,0.008441913,0.00003844126,0.0005055098,0.6456072,0.0009957311,0.0008440347,0.1392508,0.203617,0.0001338745],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04204884,0.01835738,0.51,0.3529195,0.009643221,0.02399009,0.001153017,0.001346156,0.04054175],"genre_scores_gemma":[0.2334552,0.01392322,0.6185835,0.0631972,0.001828381,0.05647276,0.0007591333,0.00131241,0.01046816],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6122851,"threshold_uncertainty_score":0.7550566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8927915306298704,"score_gpt":0.7386319845443087,"score_spread":0.1541595460855617,"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."}}