{"id":"W2997069565","doi":"","title":"Satellite Validation Activities at the Polar Environment Atmospheric Research Laboratory (PEARL), Eureka, Nunavut","year":2008,"lang":"en","type":"article","venue":"cosp","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Pearl; Satellite; Polar; Environmental science; Remote sensing; Geography; Meteorology; Engineering; 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":[0.005390143,0.0007551282,0.0005113059,0.001044892,0.001273548,0.000827895,0.0009791488,0.0005032662,0.004074199],"category_scores_gemma":[0.003938515,0.0002806679,0.0003950604,0.001121825,0.0006940121,0.0009103423,0.0008276267,0.0006261724,0.001142737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001556965,"about_ca_system_score_gemma":0.005030741,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.132742,"about_ca_topic_score_gemma":0.1123834,"domain_scores_codex":[0.9982814,0.0004796344,0.00005845635,0.0004092476,0.0006387504,0.0001325974],"domain_scores_gemma":[0.9952734,0.0006025258,0.0001781076,0.0006078059,0.003057607,0.0002805559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003821542,0.001039031,0.2737741,0.0006564546,0.0008018419,0.0005777313,0.001840983,0.08085301,0.2222151,0.004536706,0.06993038,0.339953],"study_design_scores_gemma":[0.0009753303,0.001232403,0.4222706,0.0002326971,0.0005491693,0.0003977052,0.001877753,0.1373118,0.272438,0.002059007,0.1604576,0.0001980605],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.810329,0.002688089,0.07562377,0.002051068,0.0008368172,0.001056656,0.0466938,0.005492762,0.05522798],"genre_scores_gemma":[0.8456235,0.0007755489,0.07197672,0.0003133332,0.00008074121,0.0003603225,0.05005756,0.001231118,0.02958115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.867258,"threshold_uncertainty_score":0.2639387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02075651528362555,"score_gpt":0.2378876018570239,"score_spread":0.2171310865733984,"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."}}