{"id":"W6967121007","doi":"10.47668/edusaintek.v12i1.1469","title":"ANALISIS PERENCANAAN PEMETAAN KAWASAN DAN PENERAPAN KEPEMILIKAN IJIN PENAMBANGAN PASIR YANG BERLEBIHAN DAN ILEGAL","year":2025,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Computational Physics and Python Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Thematic map; Work (physics); Thematic analysis; Service (business); Data source; Population","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","scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.0009665067,0.0004793106,0.0008104157,0.001189309,0.0008033639,0.003734883,0.007206709,0.0001112255,0.0006674954],"category_scores_gemma":[0.0001060111,0.000476684,0.0003869391,0.003534883,0.0001696115,0.002832457,0.002207377,0.0005478456,0.00001327049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001670716,"about_ca_system_score_gemma":0.0005336023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002407714,"about_ca_topic_score_gemma":0.0004660549,"domain_scores_codex":[0.9960222,0.000367779,0.00106918,0.0009840542,0.0009764286,0.000580403],"domain_scores_gemma":[0.9963491,0.0004545341,0.000744904,0.001390781,0.0006247496,0.0004359114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007710749,0.00135526,0.4415691,0.0001883132,0.0008698435,0.00006527328,0.002071947,0.002473247,0.08788401,0.2321033,0.09641735,0.1349253],"study_design_scores_gemma":[0.0006638187,0.00002188445,0.8891647,0.0002223294,0.0001325531,0.00001746388,0.0002437532,0.008190772,0.009304676,0.05006375,0.0411013,0.000873035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8984435,0.005016569,0.06584501,0.004591156,0.001090397,0.001071661,0.00009867883,0.0002198982,0.02362316],"genre_scores_gemma":[0.9951628,0.0003868404,0.002692696,0.0008799037,0.00022677,0.0001027542,0.00007272147,0.00004023422,0.0004352621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4475956,"threshold_uncertainty_score":0.9997685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1572921700584248,"score_gpt":0.517556208510884,"score_spread":0.3602640384524592,"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."}}