{"id":"W4409208462","doi":"10.18280/ijsdp.200332","title":"Analysis of Pentahelix Tourism Village for Ecotourism Development in Batu City, East Java","year":2025,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Community-based Tourism Development and Sustainability","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Direktorat Riset dan Pengabdian Masyarakat; Bureau of Planning and International Cooperation, Ministry of National Education","keywords":"Ecotourism; Java; Tourism; Geography; Environmental planning; Business; Environmental resource management; Archaeology; Computer science; Environmental science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032334,0.0001821169,0.0002370786,0.001084083,0.0008347466,0.0009496893,0.0003100389,0.0001785234,0.002494617],"category_scores_gemma":[0.0006124314,0.0001231571,0.0003096906,0.001914584,0.0003544328,0.0002748535,0.0008220385,0.0002275895,0.0001823842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001374492,"about_ca_system_score_gemma":0.001825038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03666276,"about_ca_topic_score_gemma":0.1035927,"domain_scores_codex":[0.9997366,0.00006626351,0.00001622222,0.00003581551,0.00005219572,0.0000928647],"domain_scores_gemma":[0.9995931,0.00010722,0.00008728296,0.00001966645,0.0001042815,0.00008860278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008237604,0.0001940451,0.9253367,0.0003628015,0.00006852073,0.004048682,0.0205381,0.001082581,0.00268574,0.001273535,0.001754537,0.04257246],"study_design_scores_gemma":[0.000003690272,0.00005287274,0.9357054,0.00005403395,0.00003209084,0.0002803043,0.05898366,0.001155859,0.0002685278,0.0001506964,0.003305374,0.000007497261],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962558,0.00007369574,0.0002661264,0.0000670215,0.000003342553,0.00007176758,0.0004573541,0.000005592659,0.002799353],"genre_scores_gemma":[0.9971994,0.0001189587,0.0006741261,0.00001626749,0.000001730969,0.00006492142,0.0004968952,0.000004067209,0.001423504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03666276,"threshold_uncertainty_score":0.07289869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02003862378911412,"score_gpt":0.3189885205457839,"score_spread":0.2989498967566697,"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."}}