{"id":"W2997419293","doi":"10.20527/jukung.v5i2.7321","title":"ANALISIS KARAKTERISTIK INFRASTRUKTUR PERMUKIMAN DALAM MENDUKUNG PELESTARIAN LINGKUNGAN PESISIR KAMPUNG NELAYAN MANGGAR","year":2019,"lang":"id","type":"article","venue":"Jukung (Jurnal Teknik Lingkungan)","topic":"Coastal Management and Development","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Forestry; Physics; Humanities; Geography; 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","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002220356,0.001856775,0.001691527,0.0007600771,0.001216718,0.001670375,0.002264456,0.0007980073,0.001989053],"category_scores_gemma":[0.0002472547,0.001909436,0.0008023958,0.001757116,0.0003552126,0.001617083,0.002679949,0.002243005,0.006098309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002661008,"about_ca_system_score_gemma":0.0003228358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005931369,"about_ca_topic_score_gemma":0.0006240723,"domain_scores_codex":[0.9886181,0.0005131545,0.002290346,0.002627919,0.002939152,0.003011334],"domain_scores_gemma":[0.9947945,0.0003754338,0.001487311,0.001865713,0.0001748333,0.001302232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001067681,0.001992308,0.6363178,0.001462237,0.002540153,0.001395103,0.01010088,0.002246788,0.2769945,0.001927996,0.02648495,0.03746963],"study_design_scores_gemma":[0.004239291,0.001383875,0.5415844,0.001555312,0.001299698,0.0001998708,0.004988696,0.003876979,0.02483351,0.0003608593,0.4107777,0.004899781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9581907,0.00149919,0.0002918687,0.001672071,0.004754976,0.001815224,0.00006377148,0.0004219146,0.03129023],"genre_scores_gemma":[0.9346381,0.0009088253,0.002054704,0.0008576285,0.001236163,0.00004423521,0.0001369652,0.0003095994,0.05981372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3842927,"threshold_uncertainty_score":0.9994177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006021839636234042,"score_gpt":0.2065691021641549,"score_spread":0.2005472625279208,"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."}}