{"id":"W7034376527","doi":"","title":"Validation of water vapour profiles (version 13) retrieved by the IMK/IAA scientific retrieval processor based on full resolution spectra measrued by MIPAS on board ENVISAT","year":2009,"lang":"en","type":"article","venue":"JuSER (Forschungszentrum Jülich)","topic":"Reliability and Agreement in Measurement","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Space Agency; Ministry of Education, India; Bundesministerium für Bildung und Forschung","keywords":"Water vapor; Resolution (logic); Calibration; Spectral line; On board; High resolution","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01028293,0.0005228323,0.0005887184,0.0003540724,0.001003404,0.0007854867,0.001613396,0.0003055256,0.0009875889],"category_scores_gemma":[0.002264877,0.0002976918,0.0003745292,0.001436267,0.0003668293,0.0006451864,0.0001149457,0.0005281523,0.0007630271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003963053,"about_ca_system_score_gemma":0.0001470717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003405476,"about_ca_topic_score_gemma":0.000007673869,"domain_scores_codex":[0.9887156,0.0008852066,0.001514995,0.001499195,0.006462428,0.0009226063],"domain_scores_gemma":[0.995924,0.0005734827,0.0007317626,0.001789688,0.0007241209,0.0002569423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004194138,0.00138282,0.001610341,0.0000489819,0.00003809197,0.000002738419,0.0008724282,0.00173019,0.5981246,0.0001878869,0.3901327,0.001675104],"study_design_scores_gemma":[0.001946879,0.001873317,0.003621837,0.000153879,0.00008120845,0.000001599447,0.0004905038,0.005560679,0.9355997,0.003721911,0.04647129,0.0004771626],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723782,0.0001008953,0.0006619549,0.02222955,0.0009470488,0.00171545,0.0001698569,0.0001046196,0.001692417],"genre_scores_gemma":[0.9946399,0.00001465478,0.0001701361,0.0009803824,0.0001451588,0.00001970798,0.0002737965,0.00002948677,0.003726789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3436614,"threshold_uncertainty_score":0.9999475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04527976189202262,"score_gpt":0.2905908932157529,"score_spread":0.2453111313237303,"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."}}