{"id":"W7143840177","doi":"10.15046/0002000222","title":"新LLCスピーキング・プログラム導入１年後の考察","year":2025,"lang":"en","type":"article","venue":"Institutional Repositories DataBase (IRDB)","topic":"Military Technology and Strategies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Development Research Centre","funders":"","keywords":"Learner autonomy; Center (category theory); Language acquisition; English language; Autonomy; Language education","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00515483,0.0002275203,0.0003426743,0.001629438,0.002912873,0.00504811,0.0008923269,0.0004428238,0.01813852],"category_scores_gemma":[0.005165182,0.0002561962,0.0002141688,0.002383646,0.001264908,0.00503934,0.003157476,0.001106754,0.008093133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001778804,"about_ca_system_score_gemma":0.007027474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005335836,"about_ca_topic_score_gemma":0.008871216,"domain_scores_codex":[0.9980685,0.0005563811,0.0002371435,0.0002313293,0.0007172111,0.000189506],"domain_scores_gemma":[0.9946411,0.001054981,0.0006497599,0.001104354,0.001232415,0.001317446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002213284,0.0006021204,0.03361962,0.000323398,0.00001880314,0.0003674906,0.01841574,0.0007460935,0.007744876,0.051027,0.04457743,0.842336],"study_design_scores_gemma":[0.00005453106,0.0005515953,0.05152561,0.0002066897,0.00004130286,0.001157917,0.02830142,0.003505474,0.02145774,0.01263823,0.8804148,0.0001447177],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4164535,0.001869735,0.1303552,0.009280255,0.0008949523,0.00153622,0.001883112,0.005554745,0.4321723],"genre_scores_gemma":[0.746598,0.001435541,0.1150928,0.0005090721,0.0001535302,0.0004955851,0.002056662,0.0005185823,0.1331402],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01813852,"threshold_uncertainty_score":0.06067944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007078630730701434,"score_gpt":0.2239523913127247,"score_spread":0.2168737605820233,"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."}}