{"id":"W1989959177","doi":"10.3138/cmlr.60.1.7","title":"The Narrative of Language Choice: Writers from Ethnolinguistic Minorities","year":2003,"lang":"en","type":"article","venue":"Canadian Modern Language Review/ La Revue canadienne des langues vivantes","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Linguistics; Style (visual arts); Identity (music); Perspective (graphical); First language; Narrative; Politics; Minority language; Sociology; Ethnolinguistics; Political science; Computer science; Literature; Aesthetics; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0009233817,0.0002373083,0.0004137946,0.0001481039,0.0006973748,0.00008942901,0.0005286856,0.0001304013,0.0004876689],"category_scores_gemma":[0.009579157,0.0002042,0.0001573741,0.0003952543,0.0007147688,0.00009027868,0.00001503321,0.0002497279,0.00001949288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004662948,"about_ca_system_score_gemma":0.0009568075,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8136364,"about_ca_topic_score_gemma":0.9597229,"domain_scores_codex":[0.997669,0.0006683894,0.0004146487,0.0003087772,0.000140662,0.0007985592],"domain_scores_gemma":[0.9971218,0.001126173,0.0002009168,0.0005082514,0.0002546242,0.0007882238],"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":[0.000003398896,0.00001846313,0.001060352,0.000551594,0.00008358597,0.0001344805,0.9392756,0.000002449711,0.0006457742,0.01458593,0.002071738,0.04156669],"study_design_scores_gemma":[0.0002597957,0.00002620092,0.003003399,0.002377527,0.0001280869,0.00002054472,0.3116096,0.00006225307,0.0001734956,0.001252117,0.6805311,0.0005558018],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7827688,0.1710087,0.000009627746,0.001236592,0.000537193,0.0005141993,0.0004248994,0.00005214059,0.04344781],"genre_scores_gemma":[0.981762,0.009281995,0.0003121888,0.001164046,0.0005032751,0.00004744626,0.00009195953,0.00003994807,0.006797133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6784594,"threshold_uncertainty_score":0.9987636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03275393436852072,"score_gpt":0.3572840906425613,"score_spread":0.3245301562740406,"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."}}