{"id":"W4393023044","doi":"10.23960/jss.v8i1.478","title":"PENDAMPINGAN PENEGASAN BATAS DESA NATAR MENGGUNAKAN METODE KARTOMETRIK DAN SURVEI GNSS DALAM RANGKA MENCEGAH KONFLIK PERBATASAN DESA","year":2024,"lang":"id","type":"article","venue":"Sakai Sambayan Jurnal Pengabdian kepada Masyarakat","topic":"Legal Studies and Policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"GNSS applications; Computer science; Global Positioning System; Operating system","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","insufficient_payload"],"category_scores_codex":[0.007497885,0.002526543,0.002732554,0.001702519,0.006914207,0.005375631,0.003846428,0.00110226,0.00227433],"category_scores_gemma":[0.001742335,0.002426486,0.001807395,0.006564108,0.002892249,0.003198578,0.001461463,0.004220428,0.001994606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002230961,"about_ca_system_score_gemma":0.002319523,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02511722,"about_ca_topic_score_gemma":0.03006007,"domain_scores_codex":[0.9816286,0.003210917,0.002697318,0.003129614,0.00433842,0.00499514],"domain_scores_gemma":[0.991155,0.002674351,0.0007409531,0.001918507,0.0007223733,0.002788844],"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":[0.001869018,0.003082952,0.05651766,0.006400007,0.01151018,0.009678423,0.3078359,0.0004688942,0.009986317,0.1020362,0.389252,0.1013624],"study_design_scores_gemma":[0.001715819,0.0009022638,0.02228373,0.001275969,0.0009896312,0.0001868459,0.02526061,0.0005455707,0.001412276,0.0004844031,0.9416837,0.00325917],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7219349,0.1130472,0.0002327523,0.02352944,0.02125059,0.004406121,0.004136878,0.001920806,0.1095413],"genre_scores_gemma":[0.9524172,0.01768132,0.0005189846,0.001313464,0.005794737,0.0001393256,0.0005412754,0.000435596,0.0211581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5524317,"threshold_uncertainty_score":0.9998213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03191793097170087,"score_gpt":0.3110840118890523,"score_spread":0.2791660809173514,"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."}}