{"id":"W4402819534","doi":"10.14321/aehm.027.01.116","title":"Ecology of Lake Erie – Chemistry, plankton &amp; planktivory: A synthesis","year":2024,"lang":"en","type":"article","venue":"Aquatic Ecosystem Health & Management","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of the Environment, Conservation and Parks; Fisheries and Oceans Canada","funders":"","keywords":"Plankton; Ecology; Environmental science; Oceanography; Biology; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007559464,0.0004907708,0.0006755366,0.002566621,0.0002990596,0.001983637,0.0003255783,0.0006031443,0.003914831],"category_scores_gemma":[0.001372235,0.0002113614,0.0003876747,0.003414296,0.0006099296,0.001674937,0.001155727,0.0007541509,0.0006028564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002085841,"about_ca_system_score_gemma":0.00190006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01547238,"about_ca_topic_score_gemma":0.03541053,"domain_scores_codex":[0.9998308,0.0000246832,0.00002891725,0.00005295061,0.00003776358,0.00002473957],"domain_scores_gemma":[0.9991788,0.0003262888,0.0001139046,0.00003012125,0.0002965334,0.00005424209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001956643,0.0001101076,0.01184201,0.04332396,0.0005229544,0.0003081039,0.003583583,0.001277933,0.005740166,0.01590337,0.05473547,0.8624567],"study_design_scores_gemma":[0.000006062194,0.0001240468,0.08301064,0.01420085,0.0003340243,0.0002153674,0.001325818,0.0002227595,0.0005778174,0.003651966,0.8962887,0.00004194335],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01370438,0.9697797,0.0007657359,0.004828325,0.000692539,0.00001799187,0.0005649215,0.00002878563,0.009617643],"genre_scores_gemma":[0.05683886,0.9278987,0.001881536,0.003298864,0.001649368,0.00005558497,0.0007594841,0.00002961918,0.007587909],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01547238,"threshold_uncertainty_score":0.03076464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01154722886613758,"score_gpt":0.2453228880379842,"score_spread":0.2337756591718466,"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."}}