{"id":"W2615359002","doi":"10.5194/os-13-961-2017","title":"Dimethylsulfoniopropionate (DMSP) and dimethyl sulfide (DMS) cycling across contrasting biological hotspots of the New Zealand subtropical front","year":2017,"lang":"en","type":"article","venue":"Ocean science","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Université Laval; National Science Foundation","keywords":"Dimethylsulfoniopropionate; Dimethyl sulfide; Oceanography; Bloom; Phytoplankton; Subtropical front; Environmental science; Biogeochemical cycle; Dinoflagellate; Subtropics; Heterotroph; Chlorophyll a; Algal bloom; Polar front; Environmental chemistry; Sulfur; Ecology; Nutrient; Chemistry; Biology; Geology; Botany; Bacteria","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":[0.0001304215,0.0004019655,0.0003078672,0.0009669017,0.0007215728,0.0008399964,0.0002404979,0.000241681,0.000907404],"category_scores_gemma":[0.0002137646,0.000269398,0.0002645752,0.0009786834,0.0005501597,0.0005135349,0.0005145876,0.000233527,0.00012929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001751581,"about_ca_system_score_gemma":0.0006995162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3259897,"about_ca_topic_score_gemma":0.4213643,"domain_scores_codex":[0.9999028,0.00000521042,0.000006457694,0.00003555467,0.00002973079,0.00002028479],"domain_scores_gemma":[0.9998061,0.00001217816,0.00007372395,0.000006202696,0.00006111994,0.00004062948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004161535,0.0000391925,0.8780652,0.0001229151,0.00009919216,0.0005026112,0.002360544,0.0001722992,0.1112872,0.00006734824,0.0001042258,0.006763196],"study_design_scores_gemma":[0.000002059835,0.00002108332,0.9987708,0.000002820026,0.000008322624,0.00003282088,0.0004528861,0.0000593804,0.0004752215,0.000005678952,0.0001662439,0.000002583466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992182,0.0001239091,0.00003473985,0.000009320413,0.000001089438,0.000007357137,0.0001927859,0.000001549113,0.000411081],"genre_scores_gemma":[0.998938,0.0001923829,0.0001302115,0.00001194935,0.000002065623,0.00001346086,0.0002890423,0.000001507163,0.0004213572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3259897,"threshold_uncertainty_score":0.6481844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02132965243521221,"score_gpt":0.2527806841085266,"score_spread":0.2314510316733144,"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."}}