{"id":"W4319027618","doi":"10.24843/jmas.2022.v08.i01.p08","title":"Pemetaan Perubahan Luasan Mangrove Menggunakan Citra Sentinel-2A Pasca Kematian Massal Mangrove di Denpasar-Bali","year":2023,"lang":"id","type":"article","venue":"Journal of Marine and Aquatic Sciences","topic":"Agricultural and Environmental Management","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Mangrove; Forestry; Geography; Biology; Fishery","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"],"consensus_categories":[],"category_scores_codex":[0.003300268,0.0003948253,0.0006350377,0.0003377279,0.0012116,0.000662379,0.0008775492,0.0001228308,0.0007079414],"category_scores_gemma":[0.0001831631,0.000258729,0.0003264276,0.001409606,0.001116088,0.0009385417,0.0006399073,0.0003412613,0.0002613091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001237874,"about_ca_system_score_gemma":0.00008912136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001045677,"about_ca_topic_score_gemma":0.0008401987,"domain_scores_codex":[0.995297,0.0003671714,0.0009915228,0.0004915107,0.002007228,0.0008455943],"domain_scores_gemma":[0.9980864,0.0003213549,0.0009201786,0.0001702345,0.00004553566,0.0004563007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001428747,0.001151291,0.7138291,0.0006594403,0.001326944,0.0009315227,0.04356692,0.0001758996,0.003934193,0.006668795,0.05128166,0.1763313],"study_design_scores_gemma":[0.001624374,0.001450575,0.8233865,0.0004551345,0.0008022225,0.0001045136,0.1319198,0.004572448,0.0002887908,0.007950694,0.02632333,0.00112156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9472395,0.0003711203,0.0000293878,0.01927997,0.001031858,0.0003085398,0.00000287518,0.00003316894,0.03170358],"genre_scores_gemma":[0.9755895,0.002736334,0.0003174095,0.000374953,0.0008722009,0.000006224641,0.000006359854,0.00001487193,0.02008212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1752098,"threshold_uncertainty_score":0.9999865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02587369758162357,"score_gpt":0.26432209966809,"score_spread":0.2384484020864664,"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."}}