{"id":"W4414560509","doi":"10.1525/elementa.2025.00030","title":"Tara Polaris: Shedding light on microbial and climate feedback processes in the Arctic atmosphere","year":2025,"lang":"en","type":"article","venue":"Elementa Science of the Anthropocene","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Fisheries and Oceans Canada; Takuvik Joint International Laboratory; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Norges Forskningsråd; Deutsche Forschungsgemeinschaft; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Arctic; Biosphere; Climate change; Biodiversity; Atmosphere (unit); Sea ice; Global warming; Arctic geoengineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001751935,0.0005537692,0.0003153909,0.0007061488,0.001011064,0.002575951,0.0002701477,0.0006165536,0.002517801],"category_scores_gemma":[0.0007549271,0.0001478585,0.000349089,0.0009516797,0.0003767065,0.0009595933,0.001338055,0.001130651,0.0007779225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008245474,"about_ca_system_score_gemma":0.002532025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03481542,"about_ca_topic_score_gemma":0.04230071,"domain_scores_codex":[0.9997491,0.00007210817,0.000009334734,0.00003472302,0.00008390797,0.00005081365],"domain_scores_gemma":[0.9995742,0.00009705108,0.00005219849,0.00002471412,0.000132237,0.0001195198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002016812,0.0002704323,0.1181572,0.003217774,0.0002290607,0.001020148,0.005133957,0.01001163,0.07380389,0.01343131,0.1343873,0.6383205],"study_design_scores_gemma":[0.00007586707,0.0004045362,0.1841572,0.001572991,0.0001285759,0.0001793264,0.004877824,0.007902279,0.008733338,0.00607346,0.7858248,0.00006989168],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5361391,0.2662924,0.01345104,0.04320167,0.01520511,0.0003261155,0.02166147,0.001444077,0.102279],"genre_scores_gemma":[0.6809355,0.2089949,0.03765306,0.005010444,0.006227566,0.0004347728,0.02186078,0.0007181837,0.03816485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03481542,"threshold_uncertainty_score":0.06922555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004274149347042727,"score_gpt":0.2319546417787951,"score_spread":0.2276804924317524,"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."}}