{"id":"W2966304435","doi":"10.1590/0104-4060.66806","title":"The role of critical qualitative research in educational contexts: A Canadian perspective","year":2019,"lang":"en","type":"article","venue":"Educar em Revista","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Positivism; Qualitative research; Sociology; Educational research; Situated; Critical theory; Perspective (graphical); Pedagogy; Epistemology; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2182111,0.001640355,0.002325855,0.01319307,0.04884816,0.04035531,0.008385416,0.01115134,0.005544006],"category_scores_gemma":[0.1675702,0.001597327,0.001056285,0.01376572,0.1399683,0.01440112,0.01574633,0.01490782,0.000534328],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.262238,"about_ca_system_score_gemma":0.3731707,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8804655,"about_ca_topic_score_gemma":0.8586916,"domain_scores_codex":[0.7764533,0.1830328,0.005242159,0.006093887,0.01972778,0.009450087],"domain_scores_gemma":[0.5527833,0.3431924,0.008724838,0.009350725,0.06912748,0.01682134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004846639,0.00004652196,0.0008905347,0.001822255,0.00002642226,0.0004996576,0.2001956,0.0006925789,0.0003944671,0.7448156,0.01756375,0.0330042],"study_design_scores_gemma":[0.00003853268,0.00004862044,0.001276521,0.01153803,0.00004566387,0.00032065,0.3410656,0.001229759,0.0005761122,0.2001169,0.4435635,0.0001801262],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01540318,0.09186444,0.0557108,0.6099504,0.006267643,0.001321923,0.0004314827,0.0002413215,0.2188087],"genre_scores_gemma":[0.7439317,0.07315264,0.103108,0.05663634,0.001223966,0.002450941,0.000209313,0.0003695815,0.01891752],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.262238,"threshold_uncertainty_score":0.9640849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2170294416107208,"score_gpt":0.5673907200123941,"score_spread":0.3503612784016733,"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."}}