{"id":"W3095215786","doi":"10.1080/2159676x.2020.1840423","title":"Developing the craft: reflexive accounts of doing reflexive thematic analysis","year":2020,"lang":"en","type":"article","venue":"Qualitative Research in Sport Exercise and Health","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":271,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Reflexivity; Craft; Transparency (behavior); Thematic analysis; Qualitative research; Flexibility (engineering); Constructive; Sociology; Qualitative analysis; Epistemology; Creativity; Qualitative property; Process (computing); Engineering ethics; Computer science; Psychology; Social science; Management; Social psychology; Engineering; Visual arts","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":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.09929268,0.0001726998,0.0009423937,0.0006002806,0.00124653,0.0001023959,0.0005214832,0.0001366687,0.00007512393],"category_scores_gemma":[0.002024484,0.0001246938,0.0001356174,0.005562304,0.002762158,0.0003036749,0.0002207063,0.001173001,0.00001512801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004600204,"about_ca_system_score_gemma":0.002816107,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02226954,"about_ca_topic_score_gemma":0.00725692,"domain_scores_codex":[0.9857414,0.009376044,0.0009646189,0.000544937,0.002286374,0.001086638],"domain_scores_gemma":[0.9917983,0.006076855,0.0003535799,0.0002549373,0.001001069,0.0005152606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001288519,0.00003803502,0.002257376,0.0005720614,0.0000928148,0.000007557364,0.704264,0.000007007812,0.000004336198,0.2795727,0.0002871736,0.01276802],"study_design_scores_gemma":[0.0002956662,0.0002233911,0.005562359,0.0007319929,0.00002514893,1.269694e-7,0.8810025,0.000170349,0.00003430362,0.1064096,0.005363404,0.0001811635],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.308153,0.009667872,0.02619751,0.6262434,0.00009350117,0.004994611,0.0001007215,0.000093577,0.02445587],"genre_scores_gemma":[0.9622266,0.01708567,0.01924768,0.0009308264,0.000107835,0.0001255666,0.00001285953,0.00002083628,0.0002421677],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6540735,"threshold_uncertainty_score":0.9999518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7511741826300686,"score_gpt":0.7174272226715965,"score_spread":0.0337469599584721,"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."}}