{"id":"W4231720416","doi":"10.37213/cjal.2020.31346","title":"Editorial","year":2020,"lang":"en","type":"editorial","venue":"Canadian Journal of Applied Linguistics","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001015072,0.0007178272,0.001413421,0.0008583103,0.0002499517,0.0004021618,0.001739733,0.002190244,0.0002434274],"category_scores_gemma":[0.05498673,0.0007801233,0.0003857749,0.0005227493,0.0003096334,0.00001713106,0.00004894002,0.005822739,0.001972394],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001682235,"about_ca_system_score_gemma":0.04269467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001992129,"about_ca_topic_score_gemma":0.008944074,"domain_scores_codex":[0.9947196,0.00005196199,0.001572693,0.0004457264,0.002238486,0.0009715426],"domain_scores_gemma":[0.9868725,0.0009395219,0.002221455,0.0005252357,0.005412002,0.004029319],"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":[0.0002162633,0.00001050624,0.000001702245,0.00008898327,0.0002536594,0.0006285916,0.0003439326,0.00007684372,0.00001171512,0.002344915,0.9959462,0.00007673424],"study_design_scores_gemma":[0.001095104,0.0001770996,3.238753e-7,0.0001581824,0.0005917431,0.000003516151,0.00006112302,0.00000440438,0.00002051627,0.002373212,0.9948393,0.000675455],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[7.577395e-7,0.0002249693,0.00001236765,0.000021778,0.9200113,0.0001820394,0.002507356,0.00003376502,0.07700565],"genre_scores_gemma":[0.0008373855,0.00001897276,0.001441617,0.0000650384,0.9966177,0.000003404574,0.0004123791,0.000477418,0.0001261196],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.07687953,"threshold_uncertainty_score":0.999465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008332056412713729,"score_gpt":0.2338808034500206,"score_spread":0.2255487470373068,"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."}}