{"id":"W1548544410","doi":"","title":"Sources and behavior of carbonyl compounds in the Arctic atmosphere and snowpack","year":2002,"lang":"en","type":"article","venue":"Purdue e-Pubs (Purdue University System)","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Snowpack; Atmosphere (unit); Arctic; The arctic; Environmental science; Atmospheric sciences; Meteorology; Snow; Climatology; Geography; Geology; Oceanography","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":[],"consensus_categories":[],"category_scores_codex":[0.0002649969,0.0001662744,0.0002756757,0.000008018768,0.0001968817,0.00005691422,0.000276199,0.0001017056,0.0002652897],"category_scores_gemma":[0.00001894112,0.0001365258,0.0000499725,0.0002728159,0.00026912,0.0002100754,0.0000317279,0.0001799519,0.00001326344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001704951,"about_ca_system_score_gemma":0.00001546367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003816866,"about_ca_topic_score_gemma":0.001124695,"domain_scores_codex":[0.9989215,0.0001321757,0.0001809883,0.00028321,0.0002222594,0.0002598607],"domain_scores_gemma":[0.9992888,0.0002172571,0.0001179743,0.0002258289,0.00003282741,0.0001173109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003880546,0.00005770386,0.993624,0.000485413,0.00002641593,0.000198074,0.003243789,0.000139075,0.0001201243,0.0001615702,0.0001875843,0.001717475],"study_design_scores_gemma":[0.001499807,0.00018238,0.9514687,0.0003271074,0.0001836961,0.0004371234,0.03474995,0.005681399,0.0001397282,0.00002182695,0.004865397,0.0004428944],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837613,0.001271479,0.000006366172,0.0001522893,0.00006881014,0.0002455013,0.00005581872,0.00002486589,0.01441356],"genre_scores_gemma":[0.9988674,0.00009427064,0.0001939247,0.00002249576,0.00004276559,4.022183e-7,0.00001272753,0.000003350939,0.000762664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04215528,"threshold_uncertainty_score":0.5769985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01029677469240919,"score_gpt":0.1595635940253746,"score_spread":0.1492668193329654,"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."}}