{"id":"W2611450219","doi":"10.29103/tj.v4i1.26","title":"PILIHAN TEKNOLOGI SALURAN SIMPANG BESI TUA- PANGLIMA KAOM PADA SISTEM DRAINASE WILAYAH IV KOTA LHOKSEUMAWE","year":2016,"lang":"id","type":"article","venue":"Teras Jurnal Jurnal Teknik Sipil","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Forestry; Physics; 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","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.003549414,0.002232348,0.002443746,0.00122155,0.001490131,0.002118355,0.005960057,0.001063758,0.0003393042],"category_scores_gemma":[0.002164546,0.001676968,0.001354032,0.00203447,0.00113306,0.002697433,0.001824569,0.002593607,0.00430233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001597666,"about_ca_system_score_gemma":0.001707161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002175513,"about_ca_topic_score_gemma":0.0001816882,"domain_scores_codex":[0.9832872,0.002869566,0.00344513,0.003053777,0.003413945,0.003930456],"domain_scores_gemma":[0.9871773,0.003429192,0.002614878,0.003414027,0.001107298,0.002257301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002004544,0.003195253,0.1404372,0.00151701,0.002551702,0.01285738,0.01782929,0.0002317065,0.3033955,0.002540154,0.03222811,0.4812122],"study_design_scores_gemma":[0.03859195,0.01205704,0.3667803,0.04044721,0.001752754,0.01539574,0.00291197,0.01711712,0.06603381,0.001095786,0.4201351,0.01768124],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9570881,0.004965915,0.01036164,0.01232037,0.00825225,0.001735762,0.0001489496,0.001559259,0.003567798],"genre_scores_gemma":[0.9770594,0.0005694128,0.001510254,0.001023885,0.003979106,0.0001020683,0.0000190312,0.0003369241,0.01539988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4635309,"threshold_uncertainty_score":0.9998098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02192267789548952,"score_gpt":0.2531047018150095,"score_spread":0.23118202391952,"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."}}