{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003855913,0.002977578,0.002810173,0.003929447,0.003062726,0.005569795,0.002970955,0.006732124,0.06107744],"category_scores_gemma":[0.02400976,0.0006920076,0.001690183,0.001745525,0.001447413,0.003042846,0.001330608,0.007724796,0.04976925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003633286,"about_ca_system_score_gemma":0.005741562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00621425,"about_ca_topic_score_gemma":0.01369715,"domain_scores_codex":[0.9950858,0.0004754628,0.0004164494,0.0006155687,0.003004458,0.0004021428],"domain_scores_gemma":[0.9784355,0.003217825,0.0009734554,0.0006880221,0.01411412,0.002571044],"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":[0.00001033262,0.000002455529,0.000007940217,0.00005478604,0.000002697983,0.00003667152,0.000003410609,0.000005974934,0.00001252018,0.00007577052,0.9975668,0.002220618],"study_design_scores_gemma":[0.00002696386,0.000007517602,0.00009114304,0.0002193287,0.00001235452,0.00009265933,0.00002252614,0.00003496335,0.00005461846,0.000238323,0.9991928,0.000006790589],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002843291,0.002180471,0.00005093651,0.01861331,0.9728421,0.00003161496,0.0002045347,0.00006585302,0.005982746],"genre_scores_gemma":[0.0007792271,0.004607401,0.0001533764,0.01855665,0.9135842,0.00005797057,0.0003064205,0.00009930736,0.0618555],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.06107744,"threshold_uncertainty_score":0,"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."}}