{"id":"W2592313986","doi":"10.46743/2160-3715/2017.2362","title":"Academic Voice in Scholarly Writing","year":2017,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Reflexivity; Sociology; Representation (politics); Passive voice; Academic writing; Class (philosophy); Epistemology; Psychology; Linguistics; Pedagogy; Social science; Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08081838,0.0005163062,0.0009242526,0.005132716,0.01937659,0.03737232,0.002441615,0.006364201,0.004373869],"category_scores_gemma":[0.1575292,0.0005825415,0.000579533,0.004999681,0.0637159,0.02284544,0.02048373,0.006911878,0.001015028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007634114,"about_ca_system_score_gemma":0.009586711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001175733,"about_ca_topic_score_gemma":0.001158491,"domain_scores_codex":[0.8075033,0.1642186,0.005059394,0.004493601,0.01505335,0.003671713],"domain_scores_gemma":[0.8020945,0.1566772,0.01194593,0.01021669,0.01324922,0.005816517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004580838,0.00004256808,0.002103515,0.0005094903,0.00001831878,0.0002804188,0.6717805,0.0001438023,0.0004515588,0.2838031,0.003068356,0.03775258],"study_design_scores_gemma":[0.00004556433,0.0001042151,0.002230667,0.002694589,0.00003697111,0.0008467757,0.5255999,0.0004852941,0.001451212,0.2987975,0.1676306,0.00007667989],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.2584018,0.02307699,0.05097404,0.1576446,0.004221442,0.0003304426,0.000113056,0.000289631,0.504948],"genre_scores_gemma":[0.9855275,0.001960001,0.00349004,0.003265094,0.0006757568,0.000123172,0.00001894541,0.0001126693,0.00482681],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.08081838,"threshold_uncertainty_score":0.4274135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6152574296056753,"score_gpt":0.7014494797013455,"score_spread":0.08619205009567021,"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."}}