{"id":"W2507825434","doi":"10.1007/s10750-016-2934-0","title":"The effects of Bythotrephes longimanus and calcium decline on crustacean zooplankton communities in Canadian Shield lakes","year":2016,"lang":"en","type":"article","venue":"Hydrobiologia","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Zooplankton; Mesocosm; Biology; Ecology; Calcium; Abundance (ecology); Ecosystem; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003868699,0.0001107606,0.0001529069,0.00003009738,0.0001206919,0.00001224549,0.0002070812,0.00008366989,0.00008219067],"category_scores_gemma":[0.0001205408,0.00005701556,0.00002217133,0.00006268959,0.0002935882,0.00003873426,0.00009417045,0.00008728502,0.00003718559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009829069,"about_ca_system_score_gemma":0.00001574445,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1513738,"about_ca_topic_score_gemma":0.8459863,"domain_scores_codex":[0.999211,0.0001264737,0.0001877357,0.000121897,0.00006333592,0.000289547],"domain_scores_gemma":[0.9983761,0.001204079,0.00007009948,0.0002649316,0.000002970974,0.0000818738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002755211,0.00002289715,0.9886545,0.00002518636,0.00001046657,0.00001344918,0.0005752298,0.0000734124,0.002234031,0.001361695,0.0007173468,0.006284225],"study_design_scores_gemma":[0.001506987,0.001166029,0.9499807,0.0007066838,0.00002376728,0.00002902387,0.0007801316,0.004521471,0.006130404,0.002132063,0.03236199,0.0006607136],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962263,0.0001578917,0.00001825764,0.000306003,0.0001136442,0.0001873531,0.00003380994,0.00001005853,0.002946649],"genre_scores_gemma":[0.9993207,0.0001158662,0.00002628244,0.0001207284,0.00001080068,0.00001104724,0.000007285365,0.000006153689,0.0003811709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6946124,"threshold_uncertainty_score":0.8542773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008554790706928992,"score_gpt":0.2137622222609607,"score_spread":0.2052074315540317,"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."}}