{"id":"W4414017469","doi":"10.55393/babylonia.v2i.547","title":"Enseigner le grec ancien ou le latin, au Japon et en Algérie","year":2025,"lang":"fr","type":"article","venue":"Babylonia Journal of Language Education","topic":"Cultural Identity and Heritage","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Confederation College","funders":"","keywords":"Art; Humanities","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006839619,0.0001862125,0.0002882746,0.0002168269,0.0005116772,0.0005010736,0.0002510246,0.0001282549,0.001087901],"category_scores_gemma":[0.0002165612,0.0001728838,0.0002168443,0.00011804,0.0001616504,0.0009567555,0.0000474614,0.0004258292,0.00008195289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002974982,"about_ca_system_score_gemma":0.002850245,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01908621,"about_ca_topic_score_gemma":0.01243756,"domain_scores_codex":[0.9985472,0.0002564793,0.0005440153,0.0001570903,0.0002269476,0.0002682654],"domain_scores_gemma":[0.9987713,0.0001220764,0.0003967618,0.0001815012,0.0004231352,0.000105232],"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":[0.00005852689,0.001077946,0.0004985981,0.00034307,0.0001913496,0.00004740999,0.3494966,0.00002504967,0.003385948,0.4777059,0.1150258,0.05214382],"study_design_scores_gemma":[0.000654664,0.0001248753,0.01102341,0.000824173,0.0001753459,0.0000834649,0.1407946,0.00002043573,0.0009564657,0.002057878,0.843035,0.000249715],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8338238,0.03366997,0.0001009546,0.03541895,0.006943189,0.0001669725,0.00003537064,0.0000173549,0.08982344],"genre_scores_gemma":[0.7281936,0.0003143993,0.0003925339,0.001028455,0.002371026,0.000004436821,0.00002667225,0.00001626082,0.2676526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7280092,"threshold_uncertainty_score":0.9998252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01674950761265763,"score_gpt":0.2862029587511242,"score_spread":0.2694534511384666,"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."}}