{"id":"W4392948142","doi":"10.3133/ofr20241017","title":"ECCOE Landsat quarterly Calibration and Validation report—Quarter 3, 2023","year":2024,"lang":"en","type":"article","venue":"Antarctica A Keystone in a Changing World","topic":"Calibration and Measurement Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Geological Survey; National Aeronautics and Space Administration","keywords":"Quarter (Canadian coin); Calibration; Environmental science; Remote sensing; Geography; Statistics; Mathematics; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005059778,0.0007660683,0.0004638574,0.00200661,0.0008370947,0.001968911,0.001192705,0.0007053844,0.02480891],"category_scores_gemma":[0.006560917,0.0003977174,0.0006069648,0.002195642,0.0002600171,0.001300202,0.0008135732,0.0009943618,0.03852863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002032535,"about_ca_system_score_gemma":0.004827419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08451489,"about_ca_topic_score_gemma":0.08679677,"domain_scores_codex":[0.9976857,0.00019904,0.0001074138,0.0002223736,0.001595158,0.0001903816],"domain_scores_gemma":[0.9895774,0.0003320789,0.0003653837,0.0008091655,0.008621032,0.0002950511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001390322,0.00006926763,0.005829997,0.00008464805,0.00001806375,0.00002839232,0.00002751634,0.0006975284,0.0010025,0.0005219177,0.9609736,0.03060753],"study_design_scores_gemma":[0.00007336374,0.0000747622,0.04958684,0.0001786218,0.00002138185,0.00005601513,0.0001555154,0.002453903,0.004824873,0.0008712645,0.9416625,0.00004107302],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.01886496,0.001054113,0.01839263,0.002893068,0.002789828,0.001324327,0.8231987,0.004511225,0.126971],"genre_scores_gemma":[0.02951826,0.0005563853,0.01810183,0.001291979,0.0002773973,0.001204781,0.8864657,0.002747714,0.05983599],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08451489,"threshold_uncertainty_score":0.1680459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01239723635011196,"score_gpt":0.2433177270045649,"score_spread":0.230920490654453,"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."}}