{"id":"W2168766343","doi":"","title":"Duoethnography. Understanding qualitative research & Duoethnography: Promoting personal and societal change within dialogic self-‑study","year":2013,"lang":"en","type":"article","venue":"Journal of the Canadian Association for Curriculum Studies","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Dialogic; Conversation; Qualitative research; Sociology; Curriculum; Process (computing); Pedagogy; Psychology; Epistemology; Social science; Computer science; Communication","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01624968,0.000130343,0.0002731432,0.0004303316,0.004655174,0.000344466,0.0002724891,0.0001202362,0.000008038688],"category_scores_gemma":[0.009924504,0.00009588273,0.0001985524,0.001189676,0.0003744177,0.000963515,0.0000497916,0.0006109785,0.000002367699],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005413016,"about_ca_system_score_gemma":0.000660843,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06326979,"about_ca_topic_score_gemma":0.4211761,"domain_scores_codex":[0.9950662,0.002724731,0.000413387,0.0001860272,0.001084145,0.0005255555],"domain_scores_gemma":[0.9941168,0.001982832,0.001201199,0.00007313814,0.002403007,0.0002230692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000002029946,0.00008680302,0.2865229,0.00001443203,0.0005109457,3.999284e-7,0.7075188,3.475533e-7,0.000004171136,0.001863964,0.003363988,0.0001111974],"study_design_scores_gemma":[0.0003298097,0.0002139179,0.0514166,0.00005510257,0.0001310055,0.00000120386,0.9149067,0.00003097119,0.000001834782,0.0315159,0.001274574,0.0001224217],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9552865,0.0009862726,0.00000371624,0.03814604,0.001799194,0.001901631,0.000008503077,0.00001626604,0.001851871],"genre_scores_gemma":[0.998242,0.0001770272,0.0004285644,0.0001459248,0.0006709979,0.0001575202,4.802009e-7,0.00001201878,0.0001654364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3579063,"threshold_uncertainty_score":0.9984154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3352362433602892,"score_gpt":0.5170883288332401,"score_spread":0.1818520854729509,"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."}}