{"id":"W3214432624","doi":"10.18280/ijsse.110511","title":"Priority Areas for Mangrove Conservation to Support Disaster Mitigation Efforts in Pacitan Bay","year":2021,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Agricultural and Environmental Management","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universitas Gadjah Mada","keywords":"Mangrove; Estuary; Bay; Environmental science; Blue carbon; Riparian zone; Landform; Land cover; Agroforestry; Land use; Ecosystem; Geography; Fishery; Ecology; Oceanography; Geology; Habitat; Seagrass","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001267934,0.0001898341,0.00009084614,0.0004720125,0.0007579377,0.000632689,0.0002699492,0.0001700244,0.003824713],"category_scores_gemma":[0.0002666578,0.00008334513,0.0001075176,0.0004937158,0.0002821739,0.0003975819,0.0004650873,0.0001903347,0.0002314043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005843568,"about_ca_system_score_gemma":0.001585187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02291353,"about_ca_topic_score_gemma":0.1214685,"domain_scores_codex":[0.9999378,0.0000138867,0.000003286968,0.000007885869,0.00001155508,0.00002556221],"domain_scores_gemma":[0.9997244,0.00002428839,0.00006242526,0.000009393613,0.00005724024,0.0001222108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001857308,0.0001528062,0.9018854,0.0002624892,0.00003628071,0.002057143,0.003096294,0.001198927,0.01096941,0.001346265,0.004759237,0.07405],"study_design_scores_gemma":[0.00000613838,0.00006705185,0.9831372,0.00005859773,0.0000168984,0.0001978796,0.008691562,0.00116284,0.0005001061,0.0002755438,0.005876517,0.000009639756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993187,0.0001076024,0.0002164711,0.0004022955,0.000005906405,0.00004881874,0.0001544309,0.00002197566,0.00585544],"genre_scores_gemma":[0.9968061,0.0001635378,0.0009277596,0.00003802287,0.000006135696,0.00003446966,0.0001774541,0.000003840148,0.001842584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02291353,"threshold_uncertainty_score":0.04556036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006675860036462858,"score_gpt":0.2381588265789186,"score_spread":0.2314829665424557,"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."}}