{"id":"W6926449851","doi":"10.25453/fpprize.28723769","title":"Arctic River Chemistry: A Changing Climate's Imprint","year":2025,"lang":"en","type":"other","venue":"Frontiers","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permafrost; Arctic; Champion; Climate change; Planet; The arctic","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":[0.0007737184,0.0002359407,0.0002151647,0.0006078954,0.004230105,0.005314078,0.0004778322,0.00121971,0.02751252],"category_scores_gemma":[0.001774171,0.0001393129,0.000206502,0.00106216,0.002582225,0.001832717,0.001771085,0.002033117,0.003302945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005705004,"about_ca_system_score_gemma":0.007226682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2575586,"about_ca_topic_score_gemma":0.522563,"domain_scores_codex":[0.9996042,0.0000959942,0.000008811279,0.00004817073,0.0001498038,0.00009303464],"domain_scores_gemma":[0.9991462,0.0002109777,0.00004010143,0.00003915415,0.0002071114,0.0003563731],"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":[0.00005831628,0.00001906568,0.002882784,0.0001358099,0.000008989129,0.0002822565,0.003398151,0.0001107903,0.00050034,0.03543134,0.8517271,0.1054451],"study_design_scores_gemma":[0.00000202352,0.000004654253,0.002842387,0.0001493739,0.000003328377,0.00005462474,0.002929852,0.00002071187,0.0001511375,0.004332762,0.9894983,0.00001078639],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01246026,0.05813584,0.0009500505,0.5032022,0.02059253,0.00001602192,0.002277071,0.0004056904,0.4019603],"genre_scores_gemma":[0.2005425,0.1480218,0.002533634,0.09317652,0.01064806,0.00004229951,0.001485406,0.001035399,0.5425144],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2575586,"threshold_uncertainty_score":0.5121189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00456289820058741,"score_gpt":0.2190729552613459,"score_spread":0.2145100570607585,"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."}}