{"id":"W4412354169","doi":"10.62712/juribmas.v4i1.441","title":"Optimalisasi Metode Pembelajaran Interaktif dalam Kursus Komputer di LKP Karya Prima Secara Hybrid","year":2025,"lang":"id","type":"article","venue":"Jurnal Hasil Pengabdian Masyarakat (JURIBMAS)","topic":"Engineering and Technology Innovations","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Humanities; 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":[0.0008424962,0.001116564,0.001120058,0.000865823,0.0006012224,0.002184209,0.0009172051,0.0009244922,0.01504466],"category_scores_gemma":[0.0009345707,0.0005411271,0.001101905,0.0006094408,0.0003820502,0.001253666,0.001255323,0.001039495,0.003493265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008579714,"about_ca_system_score_gemma":0.001039754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001586425,"about_ca_topic_score_gemma":0.00257435,"domain_scores_codex":[0.9992225,0.00008372863,0.00006036616,0.0001875698,0.0003434173,0.0001023402],"domain_scores_gemma":[0.9995547,0.0001291658,0.0000608833,0.00003876982,0.0001551957,0.00006132781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001964657,0.0005176764,0.005048546,0.001417422,0.0001156546,0.0003395725,0.0003420422,0.007793623,0.8684778,0.00198685,0.002031899,0.1099642],"study_design_scores_gemma":[0.0002231382,0.005277298,0.03500601,0.0003248236,0.0006842799,0.001109277,0.001927849,0.04697131,0.8238882,0.005119671,0.07917487,0.0002932906],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7428027,0.01033512,0.190901,0.001181038,0.0005584366,0.0005495615,0.002365636,0.002256928,0.04904956],"genre_scores_gemma":[0.8595085,0.004243666,0.09060223,0.00036269,0.00007127409,0.0006565864,0.001873585,0.0007339001,0.04194749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01504466,"threshold_uncertainty_score":0.05032939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007091501959751689,"score_gpt":0.231669195769759,"score_spread":0.2245776938100073,"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."}}