{"id":"W2139843774","doi":"10.5194/bg-10-7983-2013","title":"Differential response of planktonic primary, bacterial, and dimethylsulfide production rates to static vs. dynamic light exposure in upper mixed-layer summer sea waters","year":2013,"lang":"en","type":"article","venue":"Biogeosciences","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Université Laval","funders":"Ministerio de Ciencia e Innovación; Generalitat de Catalunya","keywords":"Biogeochemical cycle; Plankton; Photoinhibition; Environmental science; Bacterioplankton; Phytoplankton; Irradiance; Mixed layer; Oceanography; Atmospheric sciences; Environmental chemistry; Chemistry; Ecology; Nutrient; Photosynthesis; Biology; Geology; Physics","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":[0.0001170069,0.000361764,0.0003118867,0.0001881146,0.0001832137,0.0003401807,0.0001577544,0.0002776477,0.0005294323],"category_scores_gemma":[0.0001897048,0.0001779532,0.0002380058,0.0001399112,0.0002311093,0.0002055028,0.0002790914,0.0003031852,0.00008745862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002914156,"about_ca_system_score_gemma":0.0001635077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002227658,"about_ca_topic_score_gemma":0.002026029,"domain_scores_codex":[0.9998999,0.00001132861,0.000007084453,0.00004154954,0.00002072003,0.00001951742],"domain_scores_gemma":[0.9998434,0.0000267269,0.00004003236,0.00001245291,0.00003022795,0.00004712963],"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":[0.0005978419,0.00003727962,0.02697717,0.00005323326,0.00002535707,0.00002533809,0.0001137566,0.00009909334,0.9696232,0.00001282508,0.00002658016,0.00240832],"study_design_scores_gemma":[0.00002386657,0.001690765,0.7862157,0.000007016711,0.00005323038,0.00006806913,0.0003419704,0.001037961,0.2099998,0.00004356403,0.000502863,0.00001522549],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996075,0.00007238518,0.0001007334,0.000005050401,0.000002982079,0.000004217266,0.00008365504,0.000003926908,0.00011962],"genre_scores_gemma":[0.9990669,0.00006263607,0.0003257346,0.00002501066,0.000004290694,0.00001621205,0.000197135,0.000003115152,0.0002990095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002227658,"threshold_uncertainty_score":0.0044294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00908975470740882,"score_gpt":0.2076101739080538,"score_spread":0.1985204192006449,"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."}}