{"id":"W7015950659","doi":"","title":"Verification of patch and regional-scale energy balance estimates from microwave and optical remote sensing during SG97","year":2001,"lang":"en","type":"article","venue":"NPARC","topic":"Soil Moisture and Remote Sensing","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microwave; Energy balance; Energy (signal processing); Reflectivity; Balance (ability)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006638267,0.0003095507,0.0003768642,0.0004578819,0.0005501497,0.0007258319,0.0006007184,0.0005544591,0.001509124],"category_scores_gemma":[0.0009888861,0.0002896799,0.0003881734,0.0006569182,0.0002833977,0.0005214516,0.0003378116,0.0003851892,0.0007046319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000566997,"about_ca_system_score_gemma":0.000534173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04905674,"about_ca_topic_score_gemma":0.04773319,"domain_scores_codex":[0.9998006,0.00002164341,0.00001471743,0.00007336514,0.00005735854,0.00003240681],"domain_scores_gemma":[0.9993985,0.0001401224,0.00007058682,0.0001244432,0.0002152783,0.00005112797],"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":[0.004930327,0.0006830595,0.6609839,0.0002431949,0.0005668832,0.0007474439,0.001315846,0.06646083,0.183529,0.001045063,0.006399318,0.07309511],"study_design_scores_gemma":[0.0002576225,0.0001159535,0.9230503,0.00001486192,0.00009116526,0.00007283546,0.0002734597,0.04840072,0.02491513,0.0001726216,0.002611569,0.00002385816],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921577,0.00003547769,0.001298738,0.00005490549,0.00002604336,0.00001333833,0.003334016,0.0001596382,0.002920069],"genre_scores_gemma":[0.9955117,0.00001488462,0.001355227,0.00001880179,0.000006758305,0.00001047397,0.002692558,0.00004912673,0.0003405357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04905674,"threshold_uncertainty_score":0.09754241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007202191596325222,"score_gpt":0.1981601114084231,"score_spread":0.1909579198120979,"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."}}