{"id":"W7156339447","doi":"10.35718/sepakat.v4i5.8481461","title":"REVITALISASI BORNEO HOURSE STABLE PENGEMBANGAN FASILITAS, PROGRAM EDUKASI, DAN OPTIMALISASI AKSES INFORMASI MELALUI PEMASANGAN PENUNJUK ARAH","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":"Encana (Canada)","funders":"","keywords":"Market definition","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","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity"],"category_scores_codex":[0.01095512,0.002830006,0.003066223,0.001702935,0.00861792,0.002343562,0.005258763,0.001765069,0.001486756],"category_scores_gemma":[0.006046046,0.003056515,0.00187304,0.006163412,0.004236818,0.003846678,0.00283433,0.004779999,0.0003102557],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.003831456,"about_ca_system_score_gemma":0.01328418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002972416,"about_ca_topic_score_gemma":0.004887949,"domain_scores_codex":[0.9792297,0.004809317,0.003834721,0.003042456,0.004086846,0.00499699],"domain_scores_gemma":[0.9862695,0.003778292,0.001430546,0.003711393,0.002554391,0.002255922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004737186,0.01638568,0.09512273,0.008322683,0.002595912,0.002603989,0.1127512,0.0005136988,0.0006756621,0.08019421,0.341736,0.3343611],"study_design_scores_gemma":[0.003030011,0.001463844,0.02463465,0.002303252,0.0007632557,0.00005161872,0.08797232,0.0003744515,0.001286085,0.004288388,0.8703365,0.003495674],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8188233,0.02108931,0.0001019082,0.01422387,0.004958808,0.01139956,0.0004893632,0.001527702,0.1273862],"genre_scores_gemma":[0.911795,0.003435076,0.005909632,0.001330466,0.001234074,0.001100513,0.00134154,0.0002658934,0.07358778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5286005,"threshold_uncertainty_score":0.9999927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01374787138139892,"score_gpt":0.3197439485610096,"score_spread":0.3059960771796106,"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."}}