{"id":"W2270813851","doi":"","title":"Spatiotemporal variations of DMSO in arctic sea ice: new insights using dmso reductase enzyme","year":2009,"lang":"en","type":"article","venue":"Open Repository and Bibliography (University of Liège)","topic":"Per- and polyfluoroalkyl substances research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Sea ice; Arctic; Oceanography; Climatology; The arctic; Arctic ice pack; Chemistry; Astrobiology; Geography; Geology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001746954,0.000197334,0.0003278933,0.000598148,0.0002362128,0.0005461836,0.0001670958,0.0002433816,0.0008553928],"category_scores_gemma":[0.000102056,0.0001319103,0.0002324624,0.0007961721,0.0001830759,0.0004000125,0.000144992,0.0002290948,0.0002063991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000544786,"about_ca_system_score_gemma":0.000438983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02620014,"about_ca_topic_score_gemma":0.0231121,"domain_scores_codex":[0.9999547,0.000004308195,0.000003778261,0.0000175919,0.00001057541,0.000008966034],"domain_scores_gemma":[0.9999506,0.00001077243,0.000009722415,0.000003803905,0.00001601604,0.000008990589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001025189,0.00004742288,0.05968972,0.0002832794,0.0001194177,0.00030214,0.0003325994,0.001783808,0.904844,0.0005911906,0.0008743354,0.03010693],"study_design_scores_gemma":[0.00002561189,0.0003200413,0.5862906,0.00004509242,0.0002038437,0.0005356717,0.001015205,0.007122285,0.385278,0.001004512,0.0180991,0.00006004401],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743223,0.01090502,0.005527752,0.0003414128,0.00007332956,0.00001437373,0.004994405,0.00008410235,0.00373738],"genre_scores_gemma":[0.9840434,0.005958091,0.004012326,0.00005089282,0.00004177982,0.000009934382,0.002392882,0.00002524958,0.003465443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02620014,"threshold_uncertainty_score":0.05209529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02459810792587229,"score_gpt":0.2586045924062174,"score_spread":0.2340064844803451,"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."}}