{"id":"W6944316343","doi":"10.18739/a2x05xf2d","title":"Aerosol Measurements at Utqiagvik, Alaska, from 2022 to 2027 for Sustaining The Utqiagvik Aerosol Record of Decades (STUARD)","year":2024,"lang":"en","type":"dataset","venue":"UC Santa Barbara","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Aerosol; Arctic; Cloud condensation nuclei; Climate change; Sea ice; The arctic; Table (database)","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.003101358,0.002326909,0.002726538,0.0009795971,0.0008677785,0.000604337,0.004747869,0.001324979,0.005376042],"category_scores_gemma":[0.002273463,0.001937622,0.001328117,0.00194581,0.0004735405,0.0004043178,0.003205774,0.002110822,0.02489649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002188756,"about_ca_system_score_gemma":0.001086519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002792225,"about_ca_topic_score_gemma":0.006522315,"domain_scores_codex":[0.9875021,0.0007860917,0.002764164,0.002946699,0.003451888,0.002549031],"domain_scores_gemma":[0.9899352,0.002063298,0.001491153,0.004813201,0.000905402,0.0007917056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00157653,0.0002683493,0.00053676,0.0007131759,0.002045993,0.00007608435,0.0007722448,0.00004806573,0.01079148,0.000002643681,0.9821754,0.0009933324],"study_design_scores_gemma":[0.001988544,0.0006782708,0.0001090597,0.001785962,0.002938005,0.00002476181,0.001597535,0.00006343451,0.01447135,0.0001305329,0.974104,0.002108504],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01484965,0.006522537,0.00002974225,0.0003776131,0.00472411,0.006245119,0.9664462,0.0003531041,0.0004518848],"genre_scores_gemma":[0.003959433,0.0006720357,0.0007233098,0.001044488,0.002255416,0.002939285,0.985203,0.001001658,0.002201354],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01952045,"threshold_uncertainty_score":0.9999715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05035619294064398,"score_gpt":0.3168753403935635,"score_spread":0.2665191474529195,"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."}}