{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005161606,0.0001630742,0.000256434,0.000268654,0.00009853289,0.0001392567,0.0002220768,0.00005387404,0.000697465],"category_scores_gemma":[0.0001051548,0.0001112723,0.00003278464,0.0003946099,0.0001185614,0.0004448459,0.0000467326,0.00006296706,0.00007275705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008264124,"about_ca_system_score_gemma":0.00007846617,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01732385,"about_ca_topic_score_gemma":0.01145019,"domain_scores_codex":[0.9983552,0.0002329736,0.0003471578,0.00042117,0.0002928293,0.0003506535],"domain_scores_gemma":[0.9994118,0.0001366637,0.00009694648,0.0001759044,0.00004200966,0.0001367012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003489795,0.00003111168,0.9306474,0.00005542478,0.000006398925,0.000002324162,0.0004372548,0.00001728835,0.05831249,0.000001782416,0.0005437534,0.009595756],"study_design_scores_gemma":[0.0001813879,0.000444097,0.9854822,0.00004130592,0.000006526809,0.000007451285,0.0003605557,0.0005600111,0.01136605,0.00004434158,0.00133438,0.0001716606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968763,0.00008582138,0.00000757724,0.001547851,0.0008394337,0.0004374499,0.00008536888,0.00001622151,0.0001039963],"genre_scores_gemma":[0.999168,0.00005161596,0.0001774662,0.00007345406,0.00003517373,0.00001022173,0.00006234262,0.000003372476,0.0004183567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05483479,"threshold_uncertainty_score":0.9892199,"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."}}