{"id":"W4408539587","doi":"10.37213/cjal.2024.34604","title":"Editorial","year":2024,"lang":"en","type":"editorial","venue":"Canadian Journal of Applied Linguistics","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001341623,0.0002093942,0.0003808598,0.0005234571,0.0003749282,0.0004416408,0.000667224,0.001147714,0.0003979875],"category_scores_gemma":[0.02788962,0.0002182085,0.0001633186,0.0002792244,0.0003123039,0.00001028442,0.0000118305,0.001932879,0.00027898],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008263817,"about_ca_system_score_gemma":0.06359531,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03869285,"about_ca_topic_score_gemma":0.09105809,"domain_scores_codex":[0.9977503,0.00004725766,0.0005824716,0.0001742841,0.0009547733,0.0004909436],"domain_scores_gemma":[0.9949784,0.0007072177,0.0004284336,0.0001807052,0.002202331,0.001502945],"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":[0.000008937426,0.000005085575,3.797812e-7,0.00004003271,0.00003882535,0.00002552634,0.01263072,0.000004354723,1.38905e-7,0.04202546,0.9444335,0.000787109],"study_design_scores_gemma":[0.0001204345,0.00001928578,9.056513e-8,0.0001052971,0.0001156677,2.120388e-7,0.00107695,6.159083e-7,0.000001100453,0.005717958,0.992638,0.0002044027],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00000145892,0.0002599911,0.000001145848,0.0001005437,0.6643318,0.00006644602,0.000120937,0.0000107993,0.3351069],"genre_scores_gemma":[0.00096273,0.0001610571,0.000241664,0.00008472601,0.9921555,0.000001962167,0.00003938409,0.00005210331,0.006300888],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.328806,"threshold_uncertainty_score":0.9802989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02283007229704139,"score_gpt":0.3897998966543753,"score_spread":0.3669698243573339,"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."}}