{"id":"W4416424785","doi":"10.1108/978-1-64802-776-520251007","title":"Listening Closely To Ethnographic Experience","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Active listening; Ethnography; Reflexivity; Narrative; Participant observation; Representation (politics)","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006841923,0.0001970167,0.000299797,0.0003166256,0.001398092,0.0001301004,0.0006732471,0.0002962689,0.02190175],"category_scores_gemma":[0.001402905,0.0001925582,0.000210152,0.0002188644,0.001112274,0.0001394521,0.000323931,0.001175904,0.0001731688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001712002,"about_ca_system_score_gemma":0.0004601885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003210071,"about_ca_topic_score_gemma":0.002103741,"domain_scores_codex":[0.9961867,0.0008528013,0.0002843875,0.0004782515,0.001693288,0.0005045241],"domain_scores_gemma":[0.9973791,0.001577758,0.000096209,0.0002962805,0.0002414558,0.0004092525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007231715,0.000004038179,0.000005506818,0.00001047246,0.00001529083,0.00001243058,0.1039208,5.430456e-7,0.000009295666,0.8802732,0.002433197,0.01330803],"study_design_scores_gemma":[0.00003025763,0.00007249761,0.000004081149,0.00003562916,0.000004765684,2.419538e-7,0.01800923,8.379332e-7,0.000003043176,0.1093955,0.8722014,0.0002425254],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004877272,0.0003455076,0.001053302,0.007425314,0.0003457869,0.0003722775,0.00001736863,0.0001177238,0.990274],"genre_scores_gemma":[0.0005610539,0.001148683,0.01334367,0.001377565,0.0002956568,0.00007483657,0.000006085661,0.00004001686,0.9831524],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8697682,"threshold_uncertainty_score":0.999902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3380749515071733,"score_gpt":0.5448654896577626,"score_spread":0.2067905381505893,"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."}}