{"id":"W1897419304","doi":"10.1371/journal.pone.0126231","title":"Climate Effects on High Latitude Daphnia via Food Quality and Thresholds","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski; Université du Québec à Chicoutimi; Institut National de la Recherche Scientifique; Center for Northern Studies; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; ArcticNet; Université Laval","keywords":"Picoplankton; Subarctic climate; Biology; Daphnia pulex; Daphnia; Phytoplankton; Zooplankton; Cladocera; Ecology; Branchiopoda; Latitude; Plankton; Nutrient","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009484053,0.0002082257,0.0001935043,0.0002239017,0.0003213391,0.0004604764,0.0001535248,0.0002161787,0.001171486],"category_scores_gemma":[0.000267834,0.0001772873,0.0001685264,0.0001893045,0.0002486079,0.0001926119,0.0004622734,0.0002774373,0.0001520059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001507606,"about_ca_system_score_gemma":0.0005358275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04185066,"about_ca_topic_score_gemma":0.0907544,"domain_scores_codex":[0.9998925,0.00001405828,0.000007120801,0.00003278068,0.00002664256,0.00002687424],"domain_scores_gemma":[0.999625,0.00005824457,0.0001156395,0.00002139096,0.00007365838,0.0001061932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000542855,0.00003433615,0.1256268,0.00004343913,0.00003526073,0.00007198378,0.0001814545,0.0003964738,0.8700343,0.00009170009,0.00009316122,0.002848139],"study_design_scores_gemma":[0.000005206572,0.00005748952,0.9927003,0.000001736722,0.000007587476,0.00002393671,0.00005886873,0.0002129383,0.006712751,0.00002634393,0.0001880866,0.000004897386],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999097,0.0001081676,0.00009726681,0.00002377958,0.000001453904,0.000002618786,0.0001735802,0.000007080465,0.0004891461],"genre_scores_gemma":[0.9991866,0.00007457229,0.0001393103,0.00003373774,0.000001442908,0.000005373866,0.0001802865,0.000004765983,0.0003740605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04185066,"threshold_uncertainty_score":0.0832141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05367658122407831,"score_gpt":0.2404350144655149,"score_spread":0.1867584332414365,"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."}}