{"id":"W2566435149","doi":"","title":"Plankton Metabolic Balance and its Controlling Factors in the Coastal Zone of the Laurentian Great Lakes","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plankton; Oceanography; Balance (ability); Geography; Environmental science; Geology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001646049,0.0003027805,0.0002264825,0.0006685125,0.0004788283,0.0006019142,0.000189672,0.000201068,0.0003836457],"category_scores_gemma":[0.0003317299,0.0001903785,0.0001852808,0.0006408099,0.0004240535,0.000307553,0.0004567173,0.0001311359,0.00008209238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001672556,"about_ca_system_score_gemma":0.000642102,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1384424,"about_ca_topic_score_gemma":0.2330518,"domain_scores_codex":[0.9999062,0.00001189851,0.000008693255,0.00003398192,0.00001730713,0.00002199552],"domain_scores_gemma":[0.9998265,0.00001887198,0.00006814511,0.000008052112,0.00002956251,0.00004892992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001603897,0.00002190597,0.9805939,0.00003670461,0.00008551618,0.0003825209,0.001079744,0.0004453225,0.01281816,0.00005481513,0.0001340571,0.004186993],"study_design_scores_gemma":[8.322527e-7,0.000007472223,0.9996687,8.080236e-7,0.000003284852,0.00001609381,0.00008563635,0.00009975048,0.0000533217,0.000004891635,0.00005740093,0.000001751101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996735,0.00006837103,0.00001339155,0.000009758702,6.210919e-7,0.000001069856,0.00006805357,0.000002921753,0.0001624415],"genre_scores_gemma":[0.9996617,0.00003639352,0.00004127617,0.000007040909,0.000002175557,0.000002801778,0.0000949624,0.000001115859,0.000152612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8615575,"threshold_uncertainty_score":0.2752733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008023921373229178,"score_gpt":0.1803625613828136,"score_spread":0.1723386400095844,"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."}}