{"id":"W4415603181","doi":"10.32662/gjfr.v8i2.4055","title":"PERAN MASYARAKAT DALAM PELESTARIAN EKOSISTEM MANGROVE BERBASIS PERIKANAN BERKELANJUTAN","year":2025,"lang":"","type":"article","venue":"Gorontalo Journal of Forestry Research","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Mangrove; Sugar; Mangrove ecosystem","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003265597,0.000570232,0.0005491124,0.0008029875,0.001881993,0.00284791,0.0004186019,0.000527715,0.01102793],"category_scores_gemma":[0.0002972996,0.0003745054,0.0003781089,0.0009451935,0.0007253168,0.001113241,0.001408948,0.0008870499,0.002186998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001661763,"about_ca_system_score_gemma":0.002259226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01530459,"about_ca_topic_score_gemma":0.06778213,"domain_scores_codex":[0.999725,0.00002297442,0.00001577545,0.00008990529,0.00006923023,0.00007709517],"domain_scores_gemma":[0.9996551,0.00003270921,0.00006261458,0.00003309547,0.0001347121,0.00008188301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00109947,0.0004857086,0.1284248,0.002911344,0.0003574849,0.003552502,0.00666119,0.00123382,0.5211031,0.008038029,0.00569746,0.320435],"study_design_scores_gemma":[0.00004505165,0.0007672137,0.4419563,0.0005762514,0.0003926716,0.002500533,0.01684065,0.00139695,0.1438833,0.004423679,0.387058,0.0001595023],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.878609,0.01341324,0.01075375,0.001602157,0.0003726862,0.0002027676,0.001677929,0.0004368637,0.09293158],"genre_scores_gemma":[0.8987691,0.005998148,0.008349285,0.0004445128,0.0000521549,0.00008769507,0.0008545217,0.0001271226,0.08531745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01530459,"threshold_uncertainty_score":0.03689212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0258811235469733,"score_gpt":0.3238869684702299,"score_spread":0.2980058449232565,"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."}}