{"id":"W2584284231","doi":"10.1080/07038992.2017.1288507","title":"Détection de Milieux Bâtis à l'Aide d'Images Radar à Synthèse d'Ouverture","year":2017,"lang":"fr","type":"article","venue":"Canadian Journal of Remote Sensing","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Asymmetry; Geography; Synthetic aperture radar; Variable (mathematics); Population; Remote sensing; Physical geography; Mathematics; Physics; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0005547389,0.0006218632,0.0003598099,0.002164535,0.0002603423,0.001276982,0.0003471159,0.0005058036,0.001818915],"category_scores_gemma":[0.000997245,0.0002116737,0.0002760655,0.0009720863,0.0002727375,0.0004220433,0.0005010367,0.0003663183,0.001031793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003055656,"about_ca_system_score_gemma":0.0002928729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005311661,"about_ca_topic_score_gemma":0.007378617,"domain_scores_codex":[0.9995311,0.00006810218,0.00001670451,0.0001242824,0.0001940511,0.00006567517],"domain_scores_gemma":[0.9993697,0.0001987101,0.0001041122,0.00004700261,0.000224779,0.00005572895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004890236,0.0001316845,0.3613954,0.0003000204,0.0002344955,0.0007698156,0.0008201665,0.01296875,0.3445472,0.001978786,0.001814983,0.2745497],"study_design_scores_gemma":[0.00003992984,0.0001754442,0.8390126,0.0000637866,0.0001167144,0.001087227,0.0008877589,0.07410794,0.07329483,0.000827311,0.01033673,0.00004971543],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9289182,0.001063529,0.05355482,0.0001230138,0.00008038012,0.0001107855,0.001276244,0.000971607,0.01390135],"genre_scores_gemma":[0.9573169,0.0004878356,0.03792512,0.00003172686,0.000033995,0.00005302802,0.0009698084,0.00004944876,0.003132069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005311661,"threshold_uncertainty_score":0.01056153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01554136521848173,"score_gpt":0.2228206109261343,"score_spread":0.2072792457076525,"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."}}