{"id":"W4249955236","doi":"10.18806/tesl.v31i1.1162","title":"Preface","year":2014,"lang":"en","type":"article","venue":"TESL Canada Journal","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Linguistics; Psychology; Sociology; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001726498,0.0009062034,0.0005791042,0.00385592,0.003780481,0.003926367,0.001345731,0.001133682,0.5022408],"category_scores_gemma":[0.01694197,0.0002987244,0.0005827209,0.002363036,0.0006120087,0.002281991,0.002069633,0.003104703,0.3450182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003650996,"about_ca_system_score_gemma":0.005202078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02836092,"about_ca_topic_score_gemma":0.03941963,"domain_scores_codex":[0.9990841,0.0001186437,0.00005466984,0.0001316669,0.0005131142,0.00009780011],"domain_scores_gemma":[0.9899635,0.001188264,0.0002472354,0.0005866035,0.006872029,0.001142362],"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":[0.00001303706,0.00001010615,0.00005115325,0.0000358427,6.802961e-7,0.00001627652,0.00002824274,0.00001814624,0.00003093345,0.001559205,0.9849006,0.01333577],"study_design_scores_gemma":[0.000003460409,0.000006307756,0.0002435687,0.00008328109,0.000001227391,0.00001973152,0.00008141033,0.00001627932,0.00005202644,0.001215243,0.9982731,0.000004211251],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001216312,0.006725131,0.004017291,0.04349036,0.273349,0.000908417,0.02054908,0.001623166,0.6481212],"genre_scores_gemma":[0.002777222,0.00229415,0.001275864,0.006225089,0.01582487,0.0002787095,0.006524048,0.0005230537,0.9642771],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4977592,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003698169426662181,"score_gpt":0.1717904960680461,"score_spread":0.1680923266413839,"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."}}