{"id":"W3003942200","doi":"10.37369/si.v32i2.58","title":"PENGGUNAAN ABU CANGKANG SAWIT DAN SEMEN UNTUK MENINGKATKAN KEPADATAN TANAH LEMPUNG DESA TANJUNG REJO","year":2019,"lang":"id","type":"article","venue":"Saintek ITM","topic":"Geotechnical and construction materials studies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physics; Horticulture; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005010666,0.0007414813,0.0009453009,0.0002052928,0.000342157,0.0002379497,0.000641201,0.000313695,0.001989738],"category_scores_gemma":[0.0001096296,0.0007445455,0.0002658553,0.0004497767,0.0002532275,0.0003321498,0.0005292363,0.0006504203,0.001550614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005167254,"about_ca_system_score_gemma":0.00009363596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001129241,"about_ca_topic_score_gemma":0.0007810617,"domain_scores_codex":[0.9963978,0.000143286,0.0009189214,0.0008384475,0.0005220381,0.001179495],"domain_scores_gemma":[0.9982299,0.0001275695,0.000226172,0.0009292969,0.0001672233,0.0003198091],"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":[0.0005180557,0.0003503522,0.02251435,0.0044003,0.004232314,0.0005202977,0.009585137,0.00834527,0.8436015,0.02387592,0.04768195,0.03437456],"study_design_scores_gemma":[0.007248681,0.001545997,0.03812062,0.00402513,0.001673217,0.0006198385,0.03730205,0.01599486,0.0820592,0.002991235,0.8003013,0.00811787],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9578881,0.002532925,0.0006769784,0.0009434226,0.004632926,0.00102936,0.0001654591,0.0008691752,0.03126165],"genre_scores_gemma":[0.9876313,0.0004355027,0.001111087,0.0001487632,0.000537967,0.0000425286,0.00008973722,0.000139575,0.009863517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7615423,"threshold_uncertainty_score":0.9995006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005824627412969936,"score_gpt":0.1928985317440188,"score_spread":0.1870739043310489,"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."}}