{"id":"W4313821843","doi":"10.32520/jupel.v4i3.2408","title":"ANALISIS PERSETUJUAN BANGUNAN GEDUNG (PBG) DENGAN MENGGUNAKAN APLIKASI SIMBG DI DINAS PUPR KABUPATEN KUANTAN SINGINGI TAHUN 2022","year":2022,"lang":"id","type":"article","venue":"JURNAL PERANGKAT LUNAK","topic":"Geotechnical and construction materials studies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009438192,0.001109762,0.00132999,0.0006011044,0.002941275,0.0005143987,0.001013512,0.0002989196,0.005716525],"category_scores_gemma":[0.000111896,0.001175672,0.0008310304,0.001286365,0.000267082,0.0004237723,0.001041614,0.001943781,0.0001931918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009389414,"about_ca_system_score_gemma":0.0001393646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005233546,"about_ca_topic_score_gemma":0.0001126779,"domain_scores_codex":[0.9938788,0.000520561,0.001369005,0.001158311,0.001411946,0.001661398],"domain_scores_gemma":[0.9978138,0.0001744729,0.0003660409,0.0008947404,0.0001949552,0.0005560568],"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":[0.001906634,0.002538921,0.08782631,0.003273328,0.00858683,0.003854831,0.02630691,0.1167345,0.6432521,0.0108681,0.03804434,0.05680717],"study_design_scores_gemma":[0.01124771,0.003771497,0.1986701,0.001248786,0.005145242,0.005416112,0.09544787,0.04481406,0.0267706,0.001782418,0.5928949,0.01279075],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979463,0.006671189,0.0001135332,0.001535631,0.005114288,0.0006387771,0.0006238136,0.0007395694,0.00510021],"genre_scores_gemma":[0.9944187,0.0009352678,0.0001776685,0.0002398255,0.001158923,0.0002232338,0.0001420492,0.0002371369,0.002467145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6164815,"threshold_uncertainty_score":0.9990693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008972056707257096,"score_gpt":0.2068846882656095,"score_spread":0.1979126315583524,"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."}}