{"id":"W4408538392","doi":"10.37213/cjal.2024.34605","title":"Éditorial","year":2024,"lang":"fr","type":"article","venue":"Canadian Journal of Applied Linguistics","topic":"Linguistic and Sociocultural Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Environmental 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":[],"consensus_categories":[],"category_scores_codex":[0.0008125809,0.0002055678,0.0003601494,0.0001366613,0.0007117724,0.0003649307,0.0003460555,0.0003025034,0.0005652869],"category_scores_gemma":[0.003839539,0.0001909748,0.0002120715,0.0004312482,0.001095717,0.0000241037,0.00001508268,0.000701623,0.0002744613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008361287,"about_ca_system_score_gemma":0.005148558,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01588995,"about_ca_topic_score_gemma":0.02075601,"domain_scores_codex":[0.998211,0.00004906973,0.0005586526,0.0001687139,0.0004062469,0.0006063359],"domain_scores_gemma":[0.9974788,0.0003761532,0.000164871,0.00009030259,0.0008504056,0.001039453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005186515,0.000006041151,0.00003191884,0.0000583049,0.0001648567,0.0005556733,0.0209856,0.0000287073,8.248435e-7,0.7759444,0.1954339,0.006784573],"study_design_scores_gemma":[0.0001152649,0.00004969293,0.00001426275,0.0002516657,0.0002688545,0.000007844444,0.004545324,0.00002544449,0.000006183388,0.05630966,0.9381993,0.0002064494],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001151821,0.05186618,0.000105988,0.003044237,0.2875083,0.0001204433,0.00009975093,0.00002234964,0.6560809],"genre_scores_gemma":[0.7940814,0.001177921,0.001104924,0.0002023514,0.1908821,0.000001036045,0.000002558627,0.00002797901,0.01251962],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7929296,"threshold_uncertainty_score":0.9971126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02146198423443643,"score_gpt":0.2801752983545132,"score_spread":0.2587133141200768,"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."}}