{"id":"W4233741263","doi":"10.24908/iqurcp.7851","title":"2. Effect of climate change on the predation rate of zooplankton in Swan Lake, Sudbury, ON","year":2017,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Predation; Zooplankton; Trophic level; Ecology; Boreal; Biodiversity; Climate change; Environmental science; Ecosystem; Invertebrate; Lake ecosystem; Trophic cascade; Predator; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005568304,0.0002089727,0.0003326602,0.0001683079,0.0004717061,0.0001014643,0.0009213647,0.0001741008,0.0005750358],"category_scores_gemma":[0.001031151,0.0001399054,0.00005690474,0.0002561031,0.001764515,0.0005191442,0.0004493148,0.0006073857,0.0004154887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001287565,"about_ca_system_score_gemma":0.00004104121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006889832,"about_ca_topic_score_gemma":0.0004843897,"domain_scores_codex":[0.9975637,0.0003492269,0.000370257,0.0004500235,0.0006659789,0.0006008521],"domain_scores_gemma":[0.998409,0.0006162972,0.0003569936,0.0004176892,0.0001138063,0.00008621699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002219558,0.0006454382,0.8342987,0.0004548952,0.00003929361,0.00002791477,0.005787758,0.00001298406,0.01974377,0.08544486,0.004341464,0.04698341],"study_design_scores_gemma":[0.002568771,0.009025031,0.6955655,0.001440163,0.00005150122,0.000004776053,0.0009354987,0.004640433,0.2518718,0.0328244,0.0004880679,0.0005840621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757589,0.0000019054,0.000006087769,0.008269465,0.0001003138,0.001146111,0.00001094361,0.00001509383,0.01469115],"genre_scores_gemma":[0.9991503,0.0002056529,0.00001191825,0.0000645714,0.00004257766,0.0002488616,0.000007195891,0.00001637326,0.0002525949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.232128,"threshold_uncertainty_score":0.650143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1038092228651305,"score_gpt":0.3730727998275461,"score_spread":0.2692635769624155,"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."}}