{"id":"W4238919086","doi":"10.1639/0044-7447(2003)032[0214:rocdci]2.0.co;2","title":"Reconstruction of Centuries-old Daphnia Communities in a Lake Recovering from Acidification and Metal Contamination","year":2003,"lang":"en","type":"article","venue":"AMBIO","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of the Environment, Conservation and Parks","funders":"","keywords":"Daphnia; Ecology; Biological dispersal; Sediment; Biology; Paleolimnology; Climate change; Paleontology; Zooplankton","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001334858,0.000104229,0.000116907,0.000897038,0.0005353063,0.0003536376,0.0001622146,0.0002241089,0.0003941262],"category_scores_gemma":[0.0002690255,0.0001659174,0.0001033029,0.0005508253,0.0002702052,0.0002046764,0.0003684684,0.0001841428,0.00008741243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005470826,"about_ca_system_score_gemma":0.0001933536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01196811,"about_ca_topic_score_gemma":0.03184745,"domain_scores_codex":[0.9999479,0.000008339071,0.000002887482,0.00001541879,0.00001015049,0.00001537165],"domain_scores_gemma":[0.9998616,0.00002369818,0.00004004493,0.00001046753,0.00002649867,0.00003770939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003430418,0.00005079614,0.8694131,0.00003877013,0.0000439404,0.0005690743,0.00200285,0.00164066,0.1068076,0.0001327868,0.0000956752,0.01886172],"study_design_scores_gemma":[0.000002789921,0.00002903912,0.996115,0.000002799623,0.00001064606,0.0001276546,0.0003637984,0.001764903,0.001354846,0.00002914896,0.0001948223,0.000004404303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998425,0.00001129527,0.00005628744,0.000003596507,1.696633e-7,7.369429e-7,0.00002159722,0.000002211205,0.00006163693],"genre_scores_gemma":[0.9993756,0.00001920108,0.0003447829,0.000004150565,5.374188e-7,0.000002815239,0.0001179675,0.000001320451,0.0001335655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01196811,"threshold_uncertainty_score":0.02379692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00999222313729058,"score_gpt":0.1955724546873427,"score_spread":0.1855802315500521,"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."}}