{"id":"W4410881574","doi":"10.37213/cjal.2024.34857","title":"Editorial","year":2025,"lang":"es","type":"editorial","venue":"Canadian Journal of Applied Linguistics","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.006682617,0.004059966,0.003718533,0.008135121,0.005697522,0.01105041,0.003942121,0.0146885,0.09557823],"category_scores_gemma":[0.04161386,0.001210261,0.00283612,0.002907902,0.002763265,0.003232143,0.002398962,0.01091943,0.06313577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006009158,"about_ca_system_score_gemma":0.01021022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008594261,"about_ca_topic_score_gemma":0.01965806,"domain_scores_codex":[0.991306,0.001160485,0.0007118141,0.0008753071,0.005150887,0.0007954811],"domain_scores_gemma":[0.9545616,0.007109391,0.002007028,0.001787491,0.02712239,0.007412158],"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":[0.000009200186,0.000003502497,0.000006203663,0.00003252198,0.000003382321,0.00003478488,0.000002504129,0.000004393617,0.000006945288,0.00006313456,0.9983174,0.001516178],"study_design_scores_gemma":[0.0000437345,0.000007664112,0.0001013278,0.0001829972,0.00002042177,0.00009336587,0.00002439113,0.00004590353,0.00003995987,0.0004839218,0.9989471,0.000009245098],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002930009,0.00183945,0.00004540693,0.02572182,0.965088,0.0000435956,0.0001158669,0.00006695629,0.007049645],"genre_scores_gemma":[0.0006544861,0.002803295,0.0001474388,0.02362774,0.9069954,0.00007602326,0.0001776112,0.00009888983,0.06541913],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.09557823,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006083844090773709,"score_gpt":0.2422099808667978,"score_spread":0.2361261367760241,"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."}}