{"id":"W6945770799","doi":"10.25453/fpprize.28723769.v1","title":"Arctic River Chemistry: A Changing Climate's Imprint","year":2025,"lang":"en","type":"other","venue":"Figshare","topic":"Banana Cultivation and Research","field":"Agricultural and Biological Sciences","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":[0.0005263276,0.0002449137,0.0001843258,0.0006841609,0.003836004,0.005597046,0.0004070693,0.0008653447,0.06876881],"category_scores_gemma":[0.0008663268,0.0001560195,0.0001928865,0.001480017,0.001810192,0.002110867,0.001363735,0.001387415,0.009893078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003497929,"about_ca_system_score_gemma":0.002806151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1531527,"about_ca_topic_score_gemma":0.4514715,"domain_scores_codex":[0.9997868,0.00003971718,0.000003742546,0.00003821287,0.00009324307,0.0000383714],"domain_scores_gemma":[0.9994805,0.000122386,0.00001735874,0.00004401492,0.0001479897,0.0001877455],"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":[0.00004412248,0.00001511388,0.001667515,0.00009288816,0.000005614907,0.0001096015,0.001541812,0.0001082449,0.001118852,0.02492681,0.8865448,0.08382471],"study_design_scores_gemma":[0.000001462472,0.000002650121,0.002544275,0.00005818262,0.000001743713,0.00002117222,0.001064328,0.00001915739,0.0001801981,0.003087562,0.993012,0.000007266467],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01128175,0.02153086,0.001158242,0.1886054,0.0118355,0.00001554143,0.004854163,0.0008437064,0.7598749],"genre_scores_gemma":[0.1384606,0.0432096,0.002373445,0.03239849,0.004166694,0.00002370163,0.002488005,0.001813965,0.7750654],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1531527,"threshold_uncertainty_score":0.3045225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03214242205456148,"score_gpt":0.2533210712322421,"score_spread":0.2211786491776806,"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."}}