{"id":"W7132854267","doi":"10.33019/d5je0r76","title":"<b>Analisis Kemampuan Lahan di Kabupaten Bangka</b>","year":2025,"lang":"","type":"article","venue":"Zoning","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Land use; Geographic information system; Land information system; Land-use planning; Land management; Government (linguistics); Spatial analysis; Natural resource","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"],"consensus_categories":[],"category_scores_codex":[0.000473297,0.0004871092,0.0004970992,0.0005104701,0.0004017319,0.0004120223,0.0004660034,0.0002557832,0.0005206288],"category_scores_gemma":[0.0000912254,0.0005582045,0.0002439998,0.001146596,0.00004680342,0.0004734612,0.0002815539,0.0003058478,0.000212588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001989461,"about_ca_system_score_gemma":0.00006018157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001244693,"about_ca_topic_score_gemma":0.0003620651,"domain_scores_codex":[0.9975241,0.00007942982,0.0006715661,0.0005867567,0.0003491543,0.0007889547],"domain_scores_gemma":[0.9988647,0.0001228376,0.0001334003,0.0006469173,0.0001020737,0.0001300472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002434609,0.0003690686,0.1273895,0.003811312,0.004425975,0.0002657537,0.005795024,0.06254953,0.05985207,0.3613282,0.1360967,0.2378734],"study_design_scores_gemma":[0.002149946,0.000105834,0.1484496,0.001662516,0.0009911198,0.000003044696,0.0005014107,0.2572795,0.002551756,0.001763665,0.5830845,0.001457012],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.640081,0.007037291,0.05538534,0.003313565,0.004438627,0.000859256,0.00002595594,0.001051454,0.2878075],"genre_scores_gemma":[0.9839765,0.0005730779,0.000498327,0.0002876092,0.0003826418,0.00005926228,0.0001018695,0.00007382873,0.01404685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4469878,"threshold_uncertainty_score":0.999687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009769907089428343,"score_gpt":0.2088041445002081,"score_spread":0.1990342374107797,"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."}}