{"id":"W2165195981","doi":"10.1046/j.1365-2427.2003.00975.x","title":"Differential responses to UVR by bacterioplankton and phytoplankton from the surface and the base of the mixed layer","year":2002,"lang":"en","type":"article","venue":"Freshwater Biology","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Killam Trusts","keywords":"Bacterioplankton; Phytoplankton; Plankton; Mixed layer; Environmental science; Photosynthetically active radiation; Zooplankton; Biology; Environmental chemistry; Ecology; Photosynthesis; Oceanography; Nutrient; Botany; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002203599,0.0001446245,0.0002131374,0.000006308454,0.0001768269,0.0000283637,0.0003080885,0.00008648985,0.001289825],"category_scores_gemma":[0.00004384526,0.000059204,0.00003861208,0.00005973008,0.0005254899,0.0000305089,0.0003334967,0.0001171719,0.00004288128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001424437,"about_ca_system_score_gemma":0.000002397848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002027947,"about_ca_topic_score_gemma":0.005802013,"domain_scores_codex":[0.9987901,0.0004450551,0.0002123074,0.0002535965,0.00009583305,0.0002030563],"domain_scores_gemma":[0.998982,0.0004934996,0.00009066199,0.0003784088,0.000004570498,0.00005086854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003776225,0.00004665014,0.7978581,0.000009992834,0.000060295,0.000001586061,0.00301938,0.00002376443,0.1655048,0.0003568601,0.03075162,0.001989343],"study_design_scores_gemma":[0.004001193,0.0003628049,0.5590153,0.00008062305,0.0001356719,0.00005215096,0.0003760272,0.01756976,0.03514937,0.002173846,0.3804196,0.0006636507],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947845,0.0002716578,0.00009065434,0.003105878,0.000276014,0.0003148856,0.0009512044,0.000008153253,0.0001971064],"genre_scores_gemma":[0.9982964,0.00005938512,0.000100219,0.0005301673,0.00004287074,0.00001129751,0.00002385727,0.000008503929,0.0009273271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.349668,"threshold_uncertainty_score":0.9996231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01183203645669403,"score_gpt":0.2010032422692259,"score_spread":0.1891712058125319,"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."}}