{"id":"W2768800114","doi":"10.1117/12.2309125","title":"Instrument demonstration effort for the CLARREO mission","year":2017,"lang":"en","type":"article","venue":"","topic":"Calibration and Measurement Techniques","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"ABB (Canada)","funders":"","keywords":"Observatory; Remote sensing; Radiance; Environmental science; Orbiter; Committee on Space Research; Meteorology; Physics; Aerospace engineering; Engineering; Geography; Astrobiology; Astronomy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00794057,0.0007402943,0.0004302533,0.0007659204,0.001159722,0.001179888,0.00153259,0.001371638,0.01068634],"category_scores_gemma":[0.002380881,0.0002789161,0.0006222605,0.0004391923,0.0004844414,0.001393326,0.002306261,0.002297218,0.007108309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001296766,"about_ca_system_score_gemma":0.003714754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004652371,"about_ca_topic_score_gemma":0.008856216,"domain_scores_codex":[0.9978665,0.0003099861,0.000040617,0.0003123596,0.001102672,0.0003679769],"domain_scores_gemma":[0.9974216,0.0001699187,0.0001231206,0.0004269105,0.001205935,0.0006526441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003804282,0.002679123,0.02957336,0.0007318403,0.0001575966,0.0009520614,0.0008459391,0.006689,0.1142575,0.02526386,0.5509408,0.2641048],"study_design_scores_gemma":[0.001223154,0.004124761,0.03604045,0.0002213185,0.00006130462,0.0006182726,0.0003946499,0.01380567,0.02114317,0.003051444,0.9192091,0.0001066708],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2603125,0.002034801,0.1135147,0.02608328,0.005978555,0.00899004,0.1061777,0.01096861,0.4659398],"genre_scores_gemma":[0.353069,0.000937641,0.28282,0.008540771,0.001229476,0.005766249,0.2491687,0.001751445,0.0967167],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01068634,"threshold_uncertainty_score":0.04199427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05122952525347832,"score_gpt":0.2759862354487783,"score_spread":0.2247567101953,"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."}}