{"id":"W2169769984","doi":"10.3394/0380-1330(2007)33[170:hvoppi]2.0.co;2","title":"High Variability of Phytoplankton Photosynthesis in Response to Environmental Forcing in Oligotrophic Lake Malawi/Nyasa","year":2007,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Global Fund to Fight AIDS, Tuberculosis and Malaria","keywords":"Phytoplankton; Chlorophyll a; Environmental science; Photosynthesis; Chlorophyll; Productivity; Pelagic zone; Oceanography; Nutrient; Transect; Deep chlorophyll maximum; Biology; Photic zone; Ecology; Botany; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01355558,0.0001153844,0.0003457406,0.0003948686,0.00007768644,0.00001577844,0.0004042044,0.0001076194,0.001643988],"category_scores_gemma":[0.0005601023,0.00009525398,0.00008355825,0.0005554424,0.0002006719,0.0001985276,0.0002533623,0.0004262594,0.00007259445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008070756,"about_ca_system_score_gemma":0.0000350034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006590414,"about_ca_topic_score_gemma":0.005352894,"domain_scores_codex":[0.9969402,0.0006499119,0.0006520715,0.0002292229,0.001052749,0.0004758565],"domain_scores_gemma":[0.9984604,0.0009176678,0.0001646781,0.0002460972,0.00001862073,0.000192567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002374035,0.0002145736,0.8703166,0.00001831423,0.000007306807,0.0002626494,0.0006084465,0.0003969757,0.1241297,0.00000503354,0.00009683751,0.00156951],"study_design_scores_gemma":[0.0006884719,0.0004856762,0.9782429,0.0001071144,0.00000464723,0.00003604291,0.0005164373,0.00007678754,0.01859078,0.0001343252,0.001016823,0.0001000026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986287,0.00001391859,0.00006464829,0.0002175912,0.00005540499,0.0002639816,0.000028765,0.000001962918,0.0007250643],"genre_scores_gemma":[0.9990216,0.00002055382,0.0007208558,0.00001723768,0.00003470667,0.000001812139,7.558559e-7,0.000006729029,0.0001757426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1079263,"threshold_uncertainty_score":0.9992687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02660380567988777,"score_gpt":0.2799654408409049,"score_spread":0.2533616351610171,"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."}}