{"id":"W4255957746","doi":"10.5194/acpd-5-8285-2005","title":"An AeroCom initial assessment – optical properties in aerosol component modules of global models","year":2005,"lang":"en","type":"preprint","venue":"","topic":"Atmospheric aerosols and clouds","field":"Environmental Science","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Aerosol; AERONET; Context (archaeology); Environmental science; Radiative transfer; Atmospheric sciences; Satellite; Radiative forcing; Absorption (acoustics); Meteorology; Physics; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002164554,0.0003934504,0.0005605902,0.00000163938,0.00005388699,0.000057731,0.0006660357,0.0003293449,0.00110031],"category_scores_gemma":[0.000003495872,0.0003181289,0.0001320586,0.00009724183,0.0004243541,0.0002400862,0.001531087,0.000428036,0.00003108535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007380303,"about_ca_system_score_gemma":0.00007731728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003375085,"about_ca_topic_score_gemma":0.001449523,"domain_scores_codex":[0.9973449,0.0001041998,0.0006750034,0.0007193029,0.0007233195,0.0004332496],"domain_scores_gemma":[0.9989836,0.00001132934,0.0001711748,0.000627427,0.00001528691,0.0001912482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000642997,0.001567972,0.03523809,0.00004641317,0.00002637811,0.000011848,0.0002288622,0.9493839,0.00312397,0.001899449,0.0001128263,0.008296059],"study_design_scores_gemma":[0.0008142861,0.0002756804,0.2201688,0.0001496152,0.0000408332,0.000007987846,0.0004327032,0.7707364,0.00274002,0.003748939,0.00003150597,0.0008531975],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9397277,0.00005598853,0.02352569,0.0001658345,0.000126685,0.0006258262,0.00002364792,0.00006106831,0.03568754],"genre_scores_gemma":[0.9454162,0.00003319606,0.05412941,0.0001106231,0.00007344521,0.0001016198,0.00001739899,0.00002162059,0.00009651847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1849307,"threshold_uncertainty_score":0.9999271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02963888597962905,"score_gpt":0.2917641395716187,"score_spread":0.2621252535919897,"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."}}