{"id":"W4412412177","doi":"10.62383/aksinyata.v2i3.1644","title":"Pelatihan Penggunaan Aplikasi Duolinggo dan Hellotalk sebagai Media Pembelajaran Bahasa Inggris di SMA Leona Desa Lotas di Daerah Terpencil di Perbatasan NKRI-RDTL","year":2025,"lang":"en","type":"article","venue":"Aksi Nyata","topic":"English Language Learning and Teaching","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Art","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":[0.0003206249,0.0005373422,0.0002593946,0.0007595225,0.001074048,0.001642191,0.0005037565,0.0004576255,0.03534282],"category_scores_gemma":[0.0006917178,0.0002307213,0.000192039,0.0004324008,0.0004425679,0.001174563,0.001384981,0.0004606632,0.006090053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004415561,"about_ca_system_score_gemma":0.001062722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003691222,"about_ca_topic_score_gemma":0.01145605,"domain_scores_codex":[0.9997844,0.00004409915,0.00001299482,0.00004838912,0.00005452794,0.00005554256],"domain_scores_gemma":[0.9996622,0.0001014768,0.0000380622,0.00002045929,0.0000867993,0.0000911869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006199942,0.001009155,0.03129867,0.001781793,0.00003246024,0.002132161,0.01307166,0.0004261602,0.06702754,0.00395019,0.009376344,0.8692737],"study_design_scores_gemma":[0.0001118416,0.00169824,0.1563529,0.001507108,0.0001679893,0.003078635,0.03392409,0.001826788,0.0434128,0.002617824,0.7551593,0.0001425013],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.758353,0.00431472,0.006545607,0.001868949,0.0003668633,0.0003308564,0.0003263874,0.0005310426,0.2273626],"genre_scores_gemma":[0.790757,0.004179876,0.01332092,0.000240349,0.00008149871,0.0002301399,0.0004193603,0.0001322029,0.1906386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03534282,"threshold_uncertainty_score":0.1182335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01177517583936721,"score_gpt":0.2413271993078967,"score_spread":0.2295520234685295,"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."}}