{"id":"W4414999905","doi":"10.32832/abdidos.v9i3.2838","title":"INSTITUTIONAL STRENGTHENING FOR COMMUNITY-BASED AGROTOURISM DEVELOPMENT AND ENVIRONMENTAL CONSERVATION IN JAYAWIJAYA REGENCY","year":2025,"lang":"en","type":"article","venue":"Abdi Dosen Jurnal Pengabdian Pada Masyarakat","topic":"Community-based Tourism Development and Sustainability","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Tourism; Citizen journalism; Sustainable development; Sustainable tourism; Participatory action research; Service (business); Developing country; Community participation; Capacity building","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","sts"],"consensus_categories":[],"category_scores_codex":[0.003351425,0.0002480072,0.0002904743,0.0003787884,0.003228173,0.0001522367,0.0004325766,0.000186747,0.00004257843],"category_scores_gemma":[0.0004476869,0.0002777095,0.00007942209,0.0004082853,0.0005177413,0.0003534064,0.0001448053,0.0007895459,0.000003479613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008599683,"about_ca_system_score_gemma":0.001860583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002132019,"about_ca_topic_score_gemma":0.006941385,"domain_scores_codex":[0.997198,0.001042929,0.0005897546,0.0002749426,0.0003806007,0.0005137036],"domain_scores_gemma":[0.9980618,0.001249317,0.0001479825,0.0002969128,0.00007800083,0.0001659634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006410544,0.00148579,0.8001002,0.0005436326,0.0001267433,0.00008036911,0.04919613,0.0002333834,0.0003210006,0.04632155,0.00293388,0.09801628],"study_design_scores_gemma":[0.004322903,0.0001226347,0.4689524,0.0004083616,0.0000440232,0.000003967709,0.03464176,0.000904016,0.001197114,0.01394538,0.4745715,0.0008859937],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885646,0.0001601382,0.001515392,0.004637128,0.0002062858,0.001063083,0.00002104389,0.00005574722,0.003776657],"genre_scores_gemma":[0.9933574,0.00003728614,0.004374375,0.000909282,0.00005602686,0.0001809498,0.0002059282,0.00001297482,0.0008657541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4716376,"threshold_uncertainty_score":0.9999675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02382802803129259,"score_gpt":0.2851615141732222,"score_spread":0.2613334861419296,"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."}}