{"id":"W2330433495","doi":"10.1007/s10750-016-2737-3","title":"Temporal changes in cladoceran assemblages subjected to a low calcium environment: combining the sediment record with long-term monitoring data","year":2016,"lang":"en","type":"article","venue":"Hydrobiologia","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of the Environment, Conservation and Parks; Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Paleolimnology; Daphnia; Cladocera; Daphnia pulex; Branchiopoda; Bosmina; Zooplankton; Ecology; Water column; Detritivore; Biology; Oceanography; Environmental science; Invertebrate; Geology; Climate change","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0004714637,0.000228508,0.0003771574,0.000892389,0.0005308107,0.0006572939,0.0003287058,0.0006117338,0.0004932995],"category_scores_gemma":[0.001126618,0.0002521273,0.0002542943,0.001110765,0.0003736453,0.0005135136,0.0005604572,0.0002797945,0.0001279605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000510094,"about_ca_system_score_gemma":0.0003250179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02865688,"about_ca_topic_score_gemma":0.05244952,"domain_scores_codex":[0.9998552,0.00002258383,0.00001646816,0.00005131766,0.00002705385,0.00002738317],"domain_scores_gemma":[0.9990695,0.0001493173,0.0003141722,0.00007797533,0.0002650381,0.0001240881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005921349,0.00005087696,0.9767089,0.00002767352,0.0001491549,0.0001355454,0.0002591803,0.000436732,0.01793749,0.00002503988,0.0001184047,0.003558893],"study_design_scores_gemma":[0.000003050474,0.00003212531,0.9989323,0.000002364158,0.00002586178,0.00002846978,0.00009125024,0.0004632561,0.0003089029,0.000008359386,0.0001004858,0.000003546425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995134,0.00005102118,0.00006785709,0.00001424248,0.000001924898,0.000001559294,0.000220994,0.000003376331,0.0001257521],"genre_scores_gemma":[0.9994597,0.00004115833,0.00009992926,0.000006580467,0.00000360993,0.000003178454,0.0002905104,0.000002185026,0.00009321932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02865688,"threshold_uncertainty_score":0.05698013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03146485887140042,"score_gpt":0.2524299887047781,"score_spread":0.2209651298333776,"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."}}