{"id":"W4221050043","doi":"10.3133/ofr20221025","title":"ECCOE Landsat quarterly Calibration and Validation report—Quarter 3, 2021","year":2022,"lang":"en","type":"article","venue":"Antarctica A Keystone in a Changing World","topic":"Calibration and Measurement Techniques","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geological survey; Remote sensing; Calibration; Radiometric calibration; Radiometric dating; Quarter (Canadian coin); Environmental science; 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":[0.00478225,0.0008982534,0.0005140971,0.002220919,0.0007883144,0.001806953,0.001151745,0.0006506351,0.02899263],"category_scores_gemma":[0.006631588,0.0004490127,0.0005243921,0.002408405,0.0002234112,0.001514716,0.0008764192,0.000982123,0.04404178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001662364,"about_ca_system_score_gemma":0.003427566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06231399,"about_ca_topic_score_gemma":0.0664082,"domain_scores_codex":[0.9977932,0.000194463,0.0001022237,0.0002219112,0.001515093,0.0001730789],"domain_scores_gemma":[0.9895336,0.0003552636,0.0004052038,0.0008825467,0.008520572,0.0003027744],"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":[0.0001384712,0.00008663032,0.007121126,0.0001037336,0.00001849214,0.00002591917,0.00003254005,0.0009390724,0.001078026,0.0004680258,0.9513584,0.03862946],"study_design_scores_gemma":[0.00007523395,0.00008828608,0.06380336,0.0002050007,0.0000211325,0.00005181095,0.0001775711,0.002801301,0.004393448,0.0007110774,0.9276309,0.00004076885],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.02061705,0.0009478555,0.01529969,0.002281918,0.001887837,0.0012968,0.8469151,0.00443479,0.106319],"genre_scores_gemma":[0.02340768,0.0004688376,0.01398182,0.0006732333,0.0002071128,0.001049343,0.9143169,0.002266058,0.04362904],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06231399,"threshold_uncertainty_score":0.1239026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01067407707687994,"score_gpt":0.2230160839137358,"score_spread":0.2123420068368558,"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."}}