{"id":"W2614428294","doi":"10.46743/2160-3715/2017.2558","title":"Employing Polyethnography to Navigate Researcher Positionality on Weight Bias","year":2017,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Reflexivity; Dialogic; Journaling file system; Sociology; Intersubjectivity; Photovoice; Epistemology; Psychology; Engineering ethics; Social psychology; Public relations; Social science; Pedagogy; Political science; Computer 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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02306839,0.000179968,0.0003224165,0.000119388,0.008465391,0.00006420734,0.0005733056,0.0001649136,0.0007326451],"category_scores_gemma":[0.007303551,0.000118885,0.0001223651,0.0001890517,0.0003689986,0.0003792033,0.0003027724,0.001482127,0.002616091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001488337,"about_ca_system_score_gemma":0.0004490902,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006693449,"about_ca_topic_score_gemma":0.000795305,"domain_scores_codex":[0.9909857,0.00625131,0.0007985547,0.0004273642,0.0008492819,0.0006877791],"domain_scores_gemma":[0.9901036,0.006403109,0.00113305,0.001475109,0.0005723513,0.0003127524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.002668579,0.0006633368,0.1406261,0.001127087,0.0004902762,0.0007019043,0.5705191,0.000003883976,0.0006189815,0.1540665,0.1253266,0.003187639],"study_design_scores_gemma":[0.0006259055,0.0004508139,0.7097937,0.00122035,0.00004280967,0.00001924148,0.04995019,0.00000403799,0.0001988875,0.04970381,0.1876375,0.0003527393],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7809143,0.00007353142,0.0001343885,0.115625,0.0005841833,0.001081506,0.00005664025,0.00008363917,0.1014468],"genre_scores_gemma":[0.9731544,0.00005021491,0.0008237616,0.006899934,0.0006534475,0.0003039011,0.00002982326,0.0000336976,0.01805086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5691676,"threshold_uncertainty_score":0.9999211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6531866369960113,"score_gpt":0.7048347519537298,"score_spread":0.05164811495771848,"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."}}