{"id":"W4402758814","doi":"10.3133/ofr20241058","title":"ECCOE Landsat quarterly Calibration and Validation report—Quarter 1, 2024","year":2024,"lang":"en","type":"article","venue":"Antarctica A Keystone in a Changing World","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Calibration; Quarter (Canadian coin); Remote sensing; Environmental science; Computer science; 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":[0.006730703,0.001488404,0.0008314336,0.002454913,0.0007193784,0.001733283,0.001716016,0.001262243,0.01644193],"category_scores_gemma":[0.01115796,0.0005717496,0.0009296715,0.003886682,0.0003222958,0.00173205,0.001273681,0.001238058,0.0240258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002065468,"about_ca_system_score_gemma":0.006507681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1881901,"about_ca_topic_score_gemma":0.1326014,"domain_scores_codex":[0.9978435,0.0003791513,0.0001209292,0.0002295835,0.001236937,0.0001897967],"domain_scores_gemma":[0.9897757,0.0004274295,0.0004093593,0.0009648177,0.008144304,0.0002785156],"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":[0.0004204626,0.0001403866,0.01708725,0.0002336086,0.0001553004,0.00003291657,0.00003815796,0.005829617,0.0008406402,0.0009447731,0.9102731,0.06400381],"study_design_scores_gemma":[0.0004011317,0.000151546,0.142938,0.0005178419,0.0002252824,0.0000744288,0.0002233451,0.01113711,0.005323341,0.002640397,0.8362577,0.0001098514],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.02118678,0.001508908,0.01249113,0.003549912,0.002875826,0.0005853575,0.9145689,0.001865623,0.04136764],"genre_scores_gemma":[0.02894108,0.0009108873,0.01300872,0.001400894,0.0001886277,0.0007539564,0.9206355,0.001105793,0.03305461],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1881901,"threshold_uncertainty_score":0.3741893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01998051155616952,"score_gpt":0.2557397415986757,"score_spread":0.2357592300425062,"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."}}