{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003350488,0.0004483254,0.000214144,0.0003330891,0.0002043995,0.0004664319,0.0004254599,0.0005472982,0.0006415044],"category_scores_gemma":[0.000661502,0.0002185465,0.0004302344,0.0003331158,0.0002606416,0.0003325035,0.00019424,0.0002296258,0.0001170624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007282725,"about_ca_system_score_gemma":0.0004554171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04441415,"about_ca_topic_score_gemma":0.02524874,"domain_scores_codex":[0.9998966,0.00002523283,0.000007848655,0.00003221209,0.00001391012,0.0000240334],"domain_scores_gemma":[0.9997333,0.0001155688,0.00003252264,0.00003680518,0.00005077332,0.00003099123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0003222346,0.0001714981,0.05437774,0.00006070051,0.0001427048,0.0001319434,0.0000718873,0.9292145,0.008571001,0.0004404517,0.0005432054,0.005952042],"study_design_scores_gemma":[0.0001077202,0.00006714698,0.05470966,0.00001833088,0.00004531159,0.00004083143,0.00006156191,0.939438,0.004743828,0.0001479892,0.0005902056,0.00002931469],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968693,0.00006282559,0.001061575,0.00005135329,0.00001607503,0.000006044549,0.0008017734,0.0001421022,0.0009890822],"genre_scores_gemma":[0.9988971,0.00002330287,0.0004052636,0.000007843688,0.000002834531,0.000003816086,0.0005532731,0.00001355599,0.00009301442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04441415,"threshold_uncertainty_score":0.08831131,"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."}}