{"id":"W3119336242","doi":"10.30811/vokasi.v4i2.1923","title":"PELATIHAN PERAKITAN DESALINATOR SEDERHANA UNTUK MASYARAKAT DI PEMUKIMAN AIR PAYAU","year":2020,"lang":"id","type":"article","venue":"Jurnal Vokasi","topic":"Coastal Management and Development","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Humanities; Physics; 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000333738,0.0006484079,0.0005413461,0.00009738119,0.0005705397,0.0002862165,0.0008212476,0.0001757169,0.005989322],"category_scores_gemma":[0.00006280822,0.0006252638,0.0003163591,0.0007345322,0.0002827402,0.000628931,0.001403629,0.0005981016,0.007353276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005258466,"about_ca_system_score_gemma":0.00008265799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001420844,"about_ca_topic_score_gemma":0.0002199655,"domain_scores_codex":[0.9957795,0.0001440236,0.0007612217,0.001027845,0.00126604,0.001021372],"domain_scores_gemma":[0.9982428,0.00006611334,0.0002984999,0.0004236497,0.00002998748,0.0009389261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001051441,0.001392137,0.737238,0.0009085502,0.0007222172,0.002368017,0.02010548,0.0008757991,0.01455414,0.004001375,0.09661948,0.1201634],"study_design_scores_gemma":[0.001706925,0.0007883527,0.7058444,0.0001455769,0.0001868792,0.00003246202,0.002461475,0.003392099,0.002223224,0.0004180094,0.2813717,0.001428901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8226169,0.000605928,0.001242561,0.02904066,0.001206063,0.001166806,0.00005470466,0.0002725007,0.1437939],"genre_scores_gemma":[0.9794604,0.00018788,0.0006028311,0.002849986,0.000447151,0.00001964079,0.00002908443,0.00007839267,0.01632462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1847522,"threshold_uncertainty_score":0.9996198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01623472316052873,"score_gpt":0.2158629390745892,"score_spread":0.1996282159140605,"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."}}