{"id":"W4385724282","doi":"10.36456/pancasona.v2i2.7895","title":"PELATIHAN PENYUSUNAN INSTRUMEN ASESMEN PENILAIAN AKHIR BAGI GURU MATEMATIKA SEKOLAH MENENGAH ATAS DI KOTA SURABAYA","year":2023,"lang":"id","type":"article","venue":"PANCASONA","topic":"Mathematics Education and Pedagogy","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Humanities; Philosophy","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":[0.001501522,0.0006205328,0.0007157251,0.0009175997,0.002557544,0.005087275,0.0009622093,0.00107407,0.06915666],"category_scores_gemma":[0.002811645,0.0004576578,0.0005620685,0.001390275,0.001235015,0.003072272,0.002915865,0.002185918,0.0146139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002073519,"about_ca_system_score_gemma":0.006285931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00985771,"about_ca_topic_score_gemma":0.02042775,"domain_scores_codex":[0.9986393,0.0001841974,0.00006876609,0.0002385597,0.000633481,0.0002357173],"domain_scores_gemma":[0.9973511,0.0005482464,0.0002010037,0.0003435,0.001034268,0.0005218387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009781483,0.001117129,0.03276541,0.002551471,0.0001423435,0.001238134,0.01440952,0.00344391,0.06333054,0.08675783,0.05672262,0.7365431],"study_design_scores_gemma":[0.00006359408,0.0008207235,0.05866781,0.0006918293,0.0001588701,0.001055376,0.01552801,0.004298895,0.03192145,0.02353939,0.8630521,0.0002018217],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2832029,0.008317726,0.07163713,0.01124648,0.001977457,0.0007511612,0.002754556,0.002699242,0.6174134],"genre_scores_gemma":[0.508932,0.007552117,0.0406768,0.001189427,0.0002660856,0.000382985,0.001844842,0.0005108568,0.4386449],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06915666,"threshold_uncertainty_score":0.2313521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1009608543465816,"score_gpt":0.3630497195046537,"score_spread":0.2620888651580722,"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."}}