{"id":"W2204276469","doi":"","title":"Demarginalizing voices : commitment, emotion, and action in qualitative research","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Prison; Reflexivity; Postmodernism; Psychoanalysis; Identity (music); Action (physics); Gender studies; Criminology; Media studies; Psychology; Aesthetics; Social science; Art; Epistemology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03827522,0.00007941096,0.0001627475,0.001208663,0.000513663,0.0001706272,0.0002178669,0.0001221751,0.00004619363],"category_scores_gemma":[0.02066647,0.00009067327,0.00002941792,0.001010452,0.0005479263,0.0006107065,0.000006539093,0.0005716713,0.000005049346],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007310828,"about_ca_system_score_gemma":0.02824428,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4160871,"about_ca_topic_score_gemma":0.9368859,"domain_scores_codex":[0.9922352,0.006398968,0.0003754482,0.0001559289,0.0002265617,0.0006078667],"domain_scores_gemma":[0.9937618,0.001253615,0.000243275,0.0001217309,0.002731133,0.00188843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008379911,0.00002860377,0.005198518,0.00004087712,0.000009047943,0.000004193423,0.8936274,0.00001003184,0.0000234854,0.08354925,0.006190454,0.01130973],"study_design_scores_gemma":[0.0001263836,0.00007755211,0.009104211,0.0001730962,0.000005918539,0.00001811317,0.7754272,0.00001528729,0.000009276435,0.0958024,0.1191622,0.00007831963],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9486428,0.001354758,0.0003863855,0.0431687,0.001434408,0.0002183386,0.000004883158,0.000002984849,0.004786745],"genre_scores_gemma":[0.9947504,0.0002485586,0.00290269,0.0001756863,0.0005624228,0.00001976857,0.000007454105,0.00001081119,0.001322248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5207988,"threshold_uncertainty_score":0.9965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6506920940166592,"score_gpt":0.6138897822058973,"score_spread":0.03680231181076188,"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."}}