{"id":"W4256380763","doi":"10.5194/bg-2017-337","title":"The distribution of methylated sulfur compounds, DMS and DMSP, in Canadian Subarctic and Arctic marine waters during summer, 2015","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Dimethylsulfoniopropionate; Oceanography; Arctic; Chlorophyll a; Subarctic climate; Bay; Phytoplankton; Transect; Seawater; Environmental science; Dimethyl sulfide; Environmental chemistry; Chemistry; Sulfur; Geology; Nutrient","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0001981901,0.0003870337,0.0002251423,0.001580493,0.001550035,0.000711348,0.0003827669,0.0002843913,0.0004793162],"category_scores_gemma":[0.000295089,0.0001906562,0.0002219387,0.001622126,0.0003994617,0.0002275574,0.0004175255,0.0002003993,0.00008255115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006941912,"about_ca_system_score_gemma":0.004917025,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9656485,"about_ca_topic_score_gemma":0.9866706,"domain_scores_codex":[0.9998264,0.000005635676,0.000008427907,0.00004651153,0.00006842493,0.00004463766],"domain_scores_gemma":[0.9996344,0.00001232744,0.00005336881,0.000006380241,0.0002130083,0.00008056267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001645873,0.00001898234,0.982379,0.00004860225,0.00009162499,0.0000890724,0.0006990513,0.0002213821,0.009351023,0.00005270073,0.0005287214,0.006355236],"study_design_scores_gemma":[0.000001105865,0.000006858621,0.9988002,0.000004408227,0.00001019615,0.0000128365,0.0002737572,0.00008394344,0.0003712649,0.000003394312,0.0004293092,0.000002799358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996472,0.0003457631,0.00004623333,0.00003870558,0.000004772302,0.00000604595,0.002054956,0.000006438293,0.001025123],"genre_scores_gemma":[0.9968553,0.0003023868,0.0002073531,0.00003853895,0.000004273579,0.000006427736,0.001717446,0.000002758362,0.0008655939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03435147,"threshold_uncertainty_score":0.06910747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01313565479001632,"score_gpt":0.2237056949177019,"score_spread":0.2105700401276855,"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."}}