{"id":"W4412408968","doi":"10.57213/abdimas.v8i2.321","title":"PEMBERDAYAAN MASYARAKAT DAN MAHASISWA DALAM PENGEMBANGAN EKOWISATA MANGROVE KLAWALU BERBASIS KONSERVASI LINGKUNGAN","year":2025,"lang":"id","type":"article","venue":"Jurnal Pengabdian Masyarakat Kesosi","topic":"Community-based Tourism Development and Sustainability","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Mangrove; Geography; Ecology","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":[0.0006833529,0.000596449,0.0008087881,0.0006146802,0.001236155,0.001719985,0.0004783381,0.0007496218,0.01699058],"category_scores_gemma":[0.0008332382,0.0003025214,0.0006637425,0.000541073,0.0006511891,0.001559369,0.0008880689,0.001215544,0.003697152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007002475,"about_ca_system_score_gemma":0.001404963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002644219,"about_ca_topic_score_gemma":0.005733571,"domain_scores_codex":[0.9993463,0.000111516,0.00005485227,0.0001373413,0.0002664148,0.00008367594],"domain_scores_gemma":[0.9991482,0.0002050185,0.0001254963,0.00007756345,0.0003178437,0.0001256805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002917991,0.001791555,0.02846604,0.00674597,0.0003070647,0.001574891,0.005329735,0.0007381631,0.5740102,0.004677858,0.009155012,0.3642855],"study_design_scores_gemma":[0.0001889851,0.006600035,0.1854904,0.001609582,0.0007899125,0.003295759,0.01363181,0.002087722,0.3265284,0.007947098,0.4515096,0.0003207305],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.828045,0.03128289,0.02350383,0.004617679,0.001097208,0.0009767965,0.001846812,0.0008985876,0.1077312],"genre_scores_gemma":[0.8387644,0.01648892,0.02978849,0.001369238,0.0002244354,0.0006286498,0.001060925,0.0002481397,0.1114267],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01699058,"threshold_uncertainty_score":0.05683911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01599409876409687,"score_gpt":0.2890293862835169,"score_spread":0.27303528751942,"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."}}