{"id":"W7156169071","doi":"10.35718/sepakat.v4i5.8481545","title":"OPTIMALISASI POTENSI SUMBER DAYA ALAM UNTUK KESEJAHTERAAN DAN DAYA TARIK WISATAWAN DI KAMPUNG BANYUMAS KM. 15 RT 32 BALIKPAPAN","year":2025,"lang":"","type":"article","venue":"Seminar Nasional Pengabdian Kepada Masyarakat (SEPAKAT)","topic":"Community-based Tourism Development and Sustainability","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Inuit Tapiriit Kanatami","funders":"","keywords":"","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":[0.0006752444,0.0007884559,0.0009566825,0.0006315973,0.0007786846,0.002434616,0.0006350569,0.0007939523,0.01708497],"category_scores_gemma":[0.0005167733,0.000522805,0.001166524,0.0005079928,0.0003075782,0.001129228,0.0007984294,0.0009341612,0.004401026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008926598,"about_ca_system_score_gemma":0.001172356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002245565,"about_ca_topic_score_gemma":0.005921572,"domain_scores_codex":[0.9992127,0.0001003419,0.00005273727,0.0001998199,0.0003383355,0.00009598956],"domain_scores_gemma":[0.9997404,0.00007184533,0.0000292644,0.00002876765,0.00009952349,0.00003012154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00126959,0.0005580919,0.00379067,0.001207599,0.00008670159,0.0001965449,0.0002007399,0.005090808,0.9127182,0.001580829,0.002291014,0.0710092],"study_design_scores_gemma":[0.0001011118,0.00233128,0.01723432,0.0001291455,0.0003311633,0.0003495021,0.0006600125,0.01707362,0.888189,0.001628216,0.07186887,0.0001037016],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8211685,0.00924155,0.05854195,0.0008146847,0.0005300699,0.000502096,0.002532406,0.00154458,0.1051241],"genre_scores_gemma":[0.8757638,0.00398584,0.04693135,0.0002702393,0.00004991512,0.0003210111,0.001699701,0.0005482169,0.07042995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01708497,"threshold_uncertainty_score":0.05715495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01167713474582962,"score_gpt":0.2870022056352612,"score_spread":0.2753250708894316,"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."}}