{"id":"W4235637513","doi":"10.18806/tesl.v32i2.1203","title":"Preface","year":2015,"lang":"en","type":"article","venue":"TESL Canada Journal","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; University of Alberta","keywords":"Linguistics; Sociology; Psychology; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00210337,0.0008992588,0.000702326,0.002942901,0.003995087,0.004456447,0.001528403,0.001534591,0.5528629],"category_scores_gemma":[0.02034221,0.0003078473,0.0005462788,0.001778235,0.0006772623,0.002505687,0.00208771,0.003009449,0.4259925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003508218,"about_ca_system_score_gemma":0.005695472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02299015,"about_ca_topic_score_gemma":0.03466904,"domain_scores_codex":[0.9987773,0.0001382484,0.00007871428,0.0001791779,0.0006824218,0.0001440456],"domain_scores_gemma":[0.9862453,0.001173673,0.0003801664,0.000804815,0.009543967,0.001852001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001319968,0.000007415747,0.00003267497,0.00003931218,5.969427e-7,0.00001339159,0.00001656157,0.00001246435,0.00003631125,0.0009349518,0.9889184,0.009974808],"study_design_scores_gemma":[0.000004817708,0.000006708172,0.0001966578,0.0001027314,0.00000118316,0.00001619871,0.0000626887,0.0000163191,0.00005018837,0.000806266,0.9987321,0.000004019148],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0007967303,0.004084978,0.002119419,0.03697844,0.2557797,0.0006181942,0.01132759,0.001324606,0.6869703],"genre_scores_gemma":[0.002432358,0.001788899,0.0008062352,0.00734435,0.01324913,0.0002940041,0.004341383,0.0005195324,0.9692242],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5528629,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0450593625819805,"score_gpt":0.2313809174085331,"score_spread":0.1863215548265526,"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."}}