{"id":"W4293744902","doi":"10.3133/ofr20221072","title":"ECCOE Landsat Quarterly Calibration and Validation report—Quarter 1, 2022","year":2022,"lang":"en","type":"article","venue":"Antarctica A Keystone in a Changing World","topic":"Calibration and Measurement Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geological survey; Calibration; Remote sensing; Radiometric calibration; Environmental science; Quarter (Canadian coin); Radiometric dating; Database; Computer science; Geography; Geology; 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":[0.004336599,0.0009420665,0.0005004592,0.002209064,0.0007004077,0.001791884,0.001057692,0.0006067687,0.02678738],"category_scores_gemma":[0.006278819,0.0004365222,0.0004644545,0.002360359,0.0002015488,0.001455863,0.0008156368,0.0008938459,0.03889426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001551728,"about_ca_system_score_gemma":0.002763571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05075441,"about_ca_topic_score_gemma":0.05769843,"domain_scores_codex":[0.9977828,0.0001892534,0.0001077666,0.0002419286,0.001527757,0.0001506216],"domain_scores_gemma":[0.9897827,0.0003250064,0.0003707772,0.0008239269,0.00843113,0.0002665246],"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":[0.0001407719,0.00008611896,0.007897311,0.0001121985,0.0000204368,0.00002779947,0.00003193152,0.001023815,0.001151953,0.0004321377,0.9496987,0.0393768],"study_design_scores_gemma":[0.00007917886,0.0000940403,0.0696571,0.0001849301,0.00002235456,0.00005759868,0.0001738858,0.003029696,0.004258802,0.0006119565,0.9217921,0.00003840245],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.02444362,0.001130736,0.01438797,0.002393429,0.002248612,0.001170701,0.8375781,0.004343232,0.1123037],"genre_scores_gemma":[0.02554622,0.000500256,0.01206446,0.0006470327,0.0002502357,0.0009356553,0.9089503,0.002091307,0.04901443],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05075441,"threshold_uncertainty_score":0.100918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0105859925067131,"score_gpt":0.2230638752383273,"score_spread":0.2124778827316142,"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."}}