{"id":"W7165739421","doi":"10.2458/cms.6576","title":"The Trajectory of a Multilingual Academic: Striving for Academic Literacy and Publication Success in a Mother Tongue","year":2019,"lang":"","type":"article","venue":"Critical multilingualism studies","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Trajectory; Literacy; First language; Perspective (graphical); Information literacy","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":[0.006282407,0.0002420788,0.0003137989,0.002436636,0.01756574,0.01912984,0.001200374,0.002223487,0.005990145],"category_scores_gemma":[0.01724098,0.0004045717,0.00018474,0.001874722,0.009039169,0.0110474,0.01200227,0.006221675,0.001215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006579379,"about_ca_system_score_gemma":0.01877966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02447501,"about_ca_topic_score_gemma":0.0344565,"domain_scores_codex":[0.9966197,0.001526601,0.0001118746,0.0002545763,0.0005544191,0.0009327692],"domain_scores_gemma":[0.9825792,0.004767806,0.002130213,0.0004249391,0.002694409,0.007403438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001732477,0.0002461008,0.03894727,0.00007582141,0.000008492725,0.001195906,0.8412684,0.0000459888,0.0009026872,0.0933312,0.003682153,0.02012273],"study_design_scores_gemma":[0.00001570053,0.00008950755,0.02334903,0.0002321578,0.00001188602,0.0003902853,0.9218333,0.0002557533,0.001090141,0.01275413,0.03994222,0.00003596062],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.910877,0.0007875862,0.0005541456,0.02977544,0.0001015758,0.00002420254,0.00008765767,0.00003061063,0.05776178],"genre_scores_gemma":[0.9946499,0.0002565405,0.0002336666,0.0004423054,0.00001473084,0.00001254631,0.00001968224,0.00002143553,0.004349209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02447501,"threshold_uncertainty_score":0.04866511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0605246634586372,"score_gpt":0.4258522363833741,"score_spread":0.3653275729247369,"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."}}