{"id":"W4308708577","doi":"10.23960/jpi.v3n2.82","title":"PENANGANAN AMBLESAN JALAN KERETA API PADA KM. 112+000 - KM. 114+000 ANTARA CEMPAKA - KETAPANG LINTAS TARAHAN – TANJUNG ENIM","year":2022,"lang":"id","type":"article","venue":"Jurnal Profesi Insinyur Universitas Lampung","topic":"Geotechnical and construction materials studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Physics; Forestry; Geography","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":[0.0006695959,0.001138379,0.001370681,0.000674749,0.00291394,0.0003018682,0.001233404,0.0004144684,0.003731068],"category_scores_gemma":[0.00004261306,0.001250541,0.0006193113,0.00123806,0.0003786918,0.0008253822,0.001672614,0.002208733,0.0001933966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001252401,"about_ca_system_score_gemma":0.000247039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008033102,"about_ca_topic_score_gemma":0.0002599652,"domain_scores_codex":[0.9941618,0.0006636443,0.001224325,0.00112564,0.00117642,0.001648199],"domain_scores_gemma":[0.9975548,0.0001525228,0.0006002526,0.0008988324,0.0002417003,0.0005519422],"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":[0.007935878,0.004643179,0.03839879,0.008357654,0.02254088,0.01892192,0.05591859,0.05625452,0.4293176,0.0674833,0.2374015,0.05282623],"study_design_scores_gemma":[0.009011916,0.002346354,0.02172667,0.001269252,0.004051914,0.002000624,0.1172787,0.006190802,0.01917262,0.001855694,0.8082228,0.006872585],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9594358,0.005851828,0.0002909037,0.002273223,0.008214658,0.001634122,0.0009509442,0.001127975,0.02022056],"genre_scores_gemma":[0.9919583,0.0007778026,0.0005314834,0.0003826056,0.0007565676,0.00002541458,0.000295435,0.0001629189,0.005109458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5708213,"threshold_uncertainty_score":0.9989944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01049762203020674,"score_gpt":0.1942118802718374,"score_spread":0.1837142582416307,"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."}}