{"id":"W4410759811","doi":"10.54082/jamsi.1567","title":"Strategi Konservasi Daerah Aliran Sungai dan Wisata Air Terjun Berbasis Ekowisata di Kawasan Desa Manikyang, Kecamatan Selemadeg, Tabanan","year":2025,"lang":"id","type":"article","venue":"Jurnal Abdi Masyarakat Indonesia","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":"Geography","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","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.006410685,0.00165758,0.002053167,0.001135418,0.005057422,0.001826351,0.005074992,0.001154609,0.0003999397],"category_scores_gemma":[0.0006297752,0.001682484,0.001030664,0.004664567,0.00178106,0.002042575,0.001692307,0.003084936,0.0001645265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002141582,"about_ca_system_score_gemma":0.005189351,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01281319,"about_ca_topic_score_gemma":0.01923249,"domain_scores_codex":[0.9852325,0.004396999,0.002789004,0.002005697,0.002612637,0.00296316],"domain_scores_gemma":[0.9918824,0.001617304,0.001109681,0.003122504,0.001094554,0.001173542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006809226,0.001763644,0.919981,0.0009653737,0.0008104672,0.0006384086,0.01643856,0.00003569405,0.0003159214,0.01573117,0.02812108,0.01451776],"study_design_scores_gemma":[0.002755231,0.0003171063,0.807423,0.0007335718,0.0006233637,0.00004219084,0.04198915,0.0001848001,0.0008350362,0.004758299,0.1382711,0.002067146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9376457,0.001205748,0.000199392,0.02822038,0.001845289,0.002040685,0.000152075,0.0003926152,0.02829808],"genre_scores_gemma":[0.9791488,0.0006034953,0.0003591736,0.002003257,0.00077846,0.0001385636,0.0003179951,0.0001407455,0.01650951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.112558,"threshold_uncertainty_score":0.9996171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01663432554890465,"score_gpt":0.2830192034430135,"score_spread":0.2663848778941089,"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."}}