{"id":"W2980231104","doi":"10.37058/aks.v1i1.833","title":"Tinjauan Dan Alternatif Pengendali Banjir (Floodway) Di Daerah Sukaasih Kecamatan Purbaratu Kota Tasikmalaya","year":2019,"lang":"id","type":"article","venue":"Akselerasi Jurnal Ilmiah Teknik Sipil","topic":"Multimedia Learning Systems","field":"Computer Science","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","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.003056913,0.002259161,0.00254258,0.001053596,0.00107736,0.003427012,0.007848745,0.001094615,0.001356228],"category_scores_gemma":[0.0005664879,0.002316108,0.001060311,0.002332578,0.00048119,0.002981812,0.002103885,0.004108064,0.01793083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009663052,"about_ca_system_score_gemma":0.001525356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001096277,"about_ca_topic_score_gemma":0.0001720422,"domain_scores_codex":[0.9831896,0.002080903,0.003154133,0.003911247,0.003993277,0.003670844],"domain_scores_gemma":[0.9884439,0.001131526,0.002322443,0.005077265,0.001087439,0.001937445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006497718,0.004318481,0.5648373,0.002711273,0.003627182,0.003304537,0.03177885,0.00227743,0.161298,0.01350029,0.07307176,0.1386251],"study_design_scores_gemma":[0.0125593,0.003362936,0.2612205,0.003147688,0.0005798326,0.002726536,0.001827934,0.1219427,0.02531019,0.0001316294,0.5593573,0.007833373],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9422947,0.004015209,0.001441597,0.00216478,0.01900425,0.002924924,0.0001601464,0.001105747,0.02688863],"genre_scores_gemma":[0.9521559,0.0004062143,0.00211264,0.000798549,0.003597195,0.0001063509,0.0001403757,0.0004385138,0.04024423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4862855,"threshold_uncertainty_score":0.9995567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0147473574272742,"score_gpt":0.2465517487114675,"score_spread":0.2318043912841933,"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."}}