{"id":"W4306158216","doi":"10.33019/fropil.v9i2.2515","title":"KAJIAN PEMANFAATAN MATRAS BAMBU PADA PERBAIKAN NILAI CALIFORNIA BEARING RATIO (CBR) TANAH LEMPUNG","year":2022,"lang":"id","type":"article","venue":"FROPIL (Forum Profesional Teknik Sipil)","topic":"Geotechnical and construction materials studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Mathematics; Horticulture; Physics; Biology","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":["insufficient_payload"],"category_scores_codex":[0.000604531,0.000954784,0.001048288,0.0003087797,0.003033927,0.0002589983,0.0009232068,0.0003155342,0.006889883],"category_scores_gemma":[0.0001128769,0.0009821381,0.000458952,0.0006623031,0.0003029942,0.0003648129,0.001895029,0.001580496,0.001478455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006907441,"about_ca_system_score_gemma":0.0003244683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003500312,"about_ca_topic_score_gemma":0.0002286739,"domain_scores_codex":[0.9940991,0.0003844135,0.001436893,0.001100176,0.001410519,0.001568921],"domain_scores_gemma":[0.998068,0.0001862908,0.0003460079,0.0008061595,0.0001756687,0.000417841],"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":[0.001902465,0.002544187,0.0406713,0.006065647,0.00397999,0.001210168,0.005987589,0.05022259,0.4867745,0.05630249,0.3211672,0.02317184],"study_design_scores_gemma":[0.004683333,0.001352903,0.02575476,0.0008818437,0.0007218039,0.0006952623,0.0291292,0.01245633,0.01931373,0.006828353,0.8929692,0.00521328],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.929704,0.008611737,0.002049722,0.01920278,0.02069213,0.003098335,0.003640305,0.002545016,0.01045602],"genre_scores_gemma":[0.981419,0.0003140244,0.001145749,0.0005700593,0.0009270321,0.0005315877,0.00039718,0.0002173548,0.014478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.571802,"threshold_uncertainty_score":0.999299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01014891529368494,"score_gpt":0.2098140054927611,"score_spread":0.1996650901990762,"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."}}