{"id":"W6980681019","doi":"","title":"Comparison of simulated and observed horizontal inhomogeneities of optical thickness of Arctic stratus","year":2019,"lang":"en","type":"other","venue":"Qucosa (Saxon State and University Library Dresden)","topic":"Atmospheric aerosols and clouds","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arctic; Radiance; Cloud top; The arctic; Spatial distribution; Dropsonde; Homogeneous; Atmospheric model","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003522786,0.000211082,0.0005845101,0.00001293407,0.0000347641,0.00001009251,0.000209094,0.0002141215,0.001606522],"category_scores_gemma":[0.000003350407,0.00020696,0.00006976281,0.0001638308,0.0006536364,0.0002591186,0.0003888221,0.0001572879,0.000008489206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001515617,"about_ca_system_score_gemma":0.00003760982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001282401,"about_ca_topic_score_gemma":0.0002150209,"domain_scores_codex":[0.9990046,0.00006491924,0.0002391975,0.0002859945,0.0002259382,0.0001793346],"domain_scores_gemma":[0.9992837,0.00006679976,0.0003215785,0.0002179902,0.000006681805,0.0001031991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009037827,0.000542551,0.9639568,0.001519333,0.0004101601,0.00004917092,0.002498467,0.0005644293,0.003121686,0.002788968,0.01872847,0.004916158],"study_design_scores_gemma":[0.01156063,0.006585679,0.637858,0.002792946,0.001384597,0.00002516617,0.03287254,0.004864594,0.02102066,0.0009868125,0.2763411,0.003707283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8922956,0.0005847238,0.00004424726,0.00002817117,0.00005506302,0.0002370448,0.0001999522,0.00001963488,0.1065355],"genre_scores_gemma":[0.8772095,0.0005374364,0.0006830865,0.000008761508,0.000008651528,8.92463e-8,0.0000313979,0.00005009741,0.121471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3260988,"threshold_uncertainty_score":0.9993061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01637925914400008,"score_gpt":0.2153124026585582,"score_spread":0.1989331435145582,"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."}}