{"id":"W2922879767","doi":"","title":"The Trajectory of a Multilingual Academic","year":2019,"lang":"en","type":"article","venue":"Critical multilingualism studies","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"First language; Publishing; Literacy; Reading (process); Publication; Linguistics; Sociology; Psychology; Political science; Pedagogy; Law","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":[0.005243583,0.0003048794,0.0004106488,0.002272695,0.01925716,0.01405573,0.001812687,0.002130438,0.006615662],"category_scores_gemma":[0.01713784,0.0004277972,0.0002917679,0.001927868,0.006310016,0.006940485,0.0122727,0.004794705,0.001338566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006696079,"about_ca_system_score_gemma":0.01300749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05171873,"about_ca_topic_score_gemma":0.06681149,"domain_scores_codex":[0.995678,0.002084925,0.0001643368,0.0004115367,0.0006292784,0.001031859],"domain_scores_gemma":[0.9851332,0.002597825,0.00178793,0.0003634061,0.002933287,0.007184292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008622929,0.0002107944,0.04673787,0.00007209099,0.0000116892,0.002860034,0.9221283,0.00008283951,0.0007753946,0.01063955,0.002455217,0.01393988],"study_design_scores_gemma":[0.000006073889,0.0001139126,0.0179329,0.000124545,0.000007580634,0.0009982286,0.94857,0.0001731993,0.0004387598,0.002018336,0.02956839,0.00004809827],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751672,0.0006754642,0.0003516772,0.008943952,0.00004969407,0.0000352908,0.00009498686,0.00002784776,0.01465394],"genre_scores_gemma":[0.9938881,0.000507952,0.0002994908,0.0005033324,0.0000147658,0.00002133752,0.00005494741,0.00001844078,0.00469161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05171873,"threshold_uncertainty_score":0.1028354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07090398814207434,"score_gpt":0.393140097767561,"score_spread":0.3222361096254867,"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."}}