{"id":"W7116680227","doi":"10.14710/elipsoida.2025.28716","title":"COMPARATIVE STUDY OF LAND SURFACE TEMPERATURE ON LANDSAT 8 AND HLS-L30 USING MONO WINDOW AND SPLIT WINDOW ALGORITHMS (CASE STUDY: WKP MOUNT UNGARAN)","year":2025,"lang":"","type":"article","venue":"Elipsoida Jurnal Geodesi dan Geomatika","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Geothermal gradient; Window (computing); Context (archaeology); Statistic; Thermal infrared; Satellite; Stage (stratigraphy)","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":[0.0007394066,0.000342607,0.0002725597,0.0009570477,0.0001764523,0.0005203332,0.0002971559,0.0002959729,0.0005195938],"category_scores_gemma":[0.001128285,0.0001228233,0.0003353941,0.001091967,0.0001962204,0.0004411672,0.0001988543,0.0001386396,0.0002375496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004217389,"about_ca_system_score_gemma":0.0003652074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02416545,"about_ca_topic_score_gemma":0.04504893,"domain_scores_codex":[0.9997134,0.00005701308,0.00001593923,0.0000978477,0.00007291145,0.0000428161],"domain_scores_gemma":[0.9996606,0.0001075356,0.00005523372,0.0000366778,0.0001178127,0.00002213388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001399403,0.0004170855,0.3785879,0.0003860103,0.0004376282,0.0006344077,0.001173928,0.1278417,0.06620654,0.001277333,0.002453344,0.4191848],"study_design_scores_gemma":[0.00002408441,0.0002237315,0.6835182,0.00002036571,0.00007972265,0.0001483242,0.0007891587,0.3017237,0.01208956,0.0001915137,0.001150879,0.0000408036],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993509,0.00007032105,0.005107704,0.00001857446,0.000006855982,0.00001932466,0.0003158202,0.0001210115,0.0008314074],"genre_scores_gemma":[0.9816908,0.00006254274,0.01647183,0.000006445232,0.000005290268,0.00001972194,0.001174716,0.00003412452,0.0005345156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02416545,"threshold_uncertainty_score":0.04804957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02232175814935767,"score_gpt":0.2804852173507962,"score_spread":0.2581634592014386,"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."}}