{"id":"W4416689795","doi":"10.54082/jupin.1927","title":"Model Perencanaan Tata Ruang Partisipatif untuk Pengembangan Heritage Education Tourism di Situs Cagar Budaya Kota Kapur Kabupaten Bangka","year":2025,"lang":"","type":"article","venue":"Jurnal Penelitian Inovatif","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":"Government (linguistics); Center (category theory); Cultural heritage","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003446957,0.001054823,0.001240597,0.0009928575,0.004264217,0.00137243,0.002503858,0.0007708678,0.002145202],"category_scores_gemma":[0.00113227,0.001194104,0.0005005177,0.003304153,0.00108019,0.001492172,0.001010213,0.002250569,0.0001142553],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00261654,"about_ca_system_score_gemma":0.01528257,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0316479,"about_ca_topic_score_gemma":0.0219194,"domain_scores_codex":[0.9913532,0.001448925,0.00220714,0.001389485,0.001528923,0.002072368],"domain_scores_gemma":[0.9939067,0.0005484627,0.000831541,0.001895276,0.001984732,0.0008333151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005849889,0.00480856,0.247513,0.002396006,0.001033098,0.0002618959,0.1420625,0.0008438472,0.0006486899,0.1293095,0.1476488,0.3228891],"study_design_scores_gemma":[0.003415256,0.0005262223,0.5900883,0.00202464,0.0008183116,0.00001353568,0.1372419,0.01654818,0.0005092578,0.124588,0.1197475,0.004478921],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8948643,0.00163785,0.0005519829,0.01585648,0.002563218,0.00160689,0.0001634167,0.0001777484,0.08257808],"genre_scores_gemma":[0.9580925,0.0004039629,0.0008885001,0.001301088,0.0008820583,0.000231303,0.0002787023,0.00008235848,0.03783957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3425753,"threshold_uncertainty_score":0.9996642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02334215892893325,"score_gpt":0.3076866330863789,"score_spread":0.2843444741574457,"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."}}