{"id":"W4402328652","doi":"10.1007/s41651-024-00196-y","title":"Impact of Land Conversion on Land Surface Temperature Over the Coastal Area: A Spatiotemporal Study of Cox’s Bazar District, Bangladesh","year":2024,"lang":"en","type":"article","venue":"Journal of Geovisualization and Spatial Analysis","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Geography; Physical geography; Environmental science; Environmental protection","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":[0.0001412806,0.0001735537,0.0001801044,0.0005062037,0.0005865012,0.0006238079,0.000289594,0.0002851094,0.001869418],"category_scores_gemma":[0.0005970972,0.0002182198,0.0002917907,0.001975239,0.0005188464,0.0004024833,0.0006030837,0.0002926013,0.0003138527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00101215,"about_ca_system_score_gemma":0.0005514959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1620053,"about_ca_topic_score_gemma":0.2526981,"domain_scores_codex":[0.9998252,0.00003820742,0.0000174175,0.0000452227,0.00001913964,0.00005479127],"domain_scores_gemma":[0.9996794,0.00006615963,0.00009769669,0.00002391449,0.00007645701,0.00005623255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001315517,0.00005219976,0.9885918,0.00003868919,0.00008557139,0.0007551234,0.004183977,0.0003173549,0.002112326,0.000171254,0.0003290491,0.003231069],"study_design_scores_gemma":[0.000001586358,0.00003358257,0.9938951,0.00000577198,0.00001938431,0.0001137645,0.005341165,0.000150874,0.00008229084,0.00001630211,0.0003343525,0.000005780541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988648,0.00002959537,0.0000277175,0.00003538512,9.056682e-7,0.000004165521,0.0004323884,0.000001470596,0.0006036196],"genre_scores_gemma":[0.9994961,0.00004306262,0.00002244843,0.000005859508,8.201831e-7,0.00000442631,0.0001999542,8.672589e-7,0.0002263935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1620053,"threshold_uncertainty_score":0.3221247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00851138213502438,"score_gpt":0.2643051570638278,"score_spread":0.2557937749288034,"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."}}