{"id":"W3183218005","doi":"10.26593/jhpji.v7i2.5055.107-124","title":"INOVASI METODE KERJA PADA KONSTRUKSI TIANG BOR BETON DI TANAH LUNAK PADA PENGGANTIAN JEMBATAN SEI ALALAK","year":2021,"lang":"en","type":"article","venue":"Jurnal HPJI","topic":"Geotechnical and construction materials studies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Physics; Bridge (graph theory); Humanities; Pile; Structural engineering; Engineering; 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"],"consensus_categories":[],"category_scores_codex":[0.0001281991,0.0003062828,0.0004430206,0.00008677361,0.0002205269,0.0001370093,0.0002179791,0.0001481356,0.0004872362],"category_scores_gemma":[0.00005604431,0.0002891114,0.0001721602,0.0003619865,0.00009065288,0.0001977689,0.0001630689,0.0003480511,0.0001320983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007905278,"about_ca_system_score_gemma":0.00006176863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007718058,"about_ca_topic_score_gemma":0.0002047394,"domain_scores_codex":[0.9983289,0.00004837668,0.0004917992,0.0003226266,0.0003224648,0.0004858934],"domain_scores_gemma":[0.9992299,0.00004419825,0.00007273002,0.000358223,0.0001189557,0.0001760035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001265818,0.0003696075,0.03050158,0.001657033,0.002662722,0.002172296,0.0009561577,0.01097447,0.6594334,0.009969114,0.02375457,0.2574225],"study_design_scores_gemma":[0.002724529,0.0002081772,0.1808682,0.0007766068,0.000689124,0.002024319,0.002543149,0.005497908,0.5178661,0.003057148,0.2807687,0.002976031],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983934,0.00214369,0.001728213,0.00081366,0.002405167,0.0001501461,0.00009311235,0.0005890355,0.008142984],"genre_scores_gemma":[0.997397,0.0004829383,0.001013731,0.0001086269,0.0004318213,0.00001964258,0.00002360174,0.00004908803,0.0004735654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2570142,"threshold_uncertainty_score":0.9999561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008219436567659763,"score_gpt":0.1981020338474761,"score_spread":0.1898825972798163,"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."}}