{"id":"W3113746488","doi":"10.52049/gemakampus.v14i1.75","title":"KEBIJAKAN KEPEMIMPINAN KEPALA KAMPUNG DALAM PENYEDIAAN AIR BERSIH UNTUK KEBUTUHAN MASYARAKAT KAMPUNG KAMORFUAR DISTRIK SAMOFA KABUPATEN BIAK NUMFOR","year":2019,"lang":"id","type":"article","venue":"Gema Kampus IISIP YAPIS Biak","topic":"Coastal Management and Development","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Humanities; Political science; Physics; Philosophy","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":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002304724,0.002530521,0.002261517,0.0007257472,0.001376906,0.0009115044,0.003448181,0.0009779963,0.01249504],"category_scores_gemma":[0.0002020207,0.002567982,0.001204774,0.002536702,0.001035794,0.001789146,0.005508402,0.001568162,0.02506263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002178538,"about_ca_system_score_gemma":0.0003136521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001136595,"about_ca_topic_score_gemma":0.001107955,"domain_scores_codex":[0.9851738,0.0005818181,0.002550647,0.004027614,0.003198603,0.004467554],"domain_scores_gemma":[0.9929975,0.0004604376,0.001349625,0.003321462,0.0001370848,0.001733928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008152838,0.00207096,0.8504366,0.001905111,0.001133639,0.0007604746,0.006667331,0.001020671,0.008963372,0.001827852,0.04165938,0.08273932],"study_design_scores_gemma":[0.004361674,0.001067112,0.599282,0.000830201,0.000534241,0.0001047624,0.002327764,0.001474516,0.003176961,0.001270975,0.3814379,0.004131839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.886305,0.001547229,0.0008128536,0.002765773,0.007184124,0.005292752,0.0002687644,0.0008231223,0.09500039],"genre_scores_gemma":[0.8923118,0.001305941,0.001867954,0.0009451611,0.0007378732,0.0001974309,0.0007950684,0.0003667113,0.1014721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3397785,"threshold_uncertainty_score":0.9999232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005645199751011741,"score_gpt":0.1945217881013896,"score_spread":0.1888765883503779,"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."}}