{"id":"W2041598280","doi":"10.1007/s00027-011-0202-y","title":"Crustacean zooplankton sedimentary remains from calcium-poor lakes: complex responses to threshold concentrations","year":2011,"lang":"en","type":"article","venue":"Aquatic Sciences","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of the Environment, Conservation and Parks; Queen's University","funders":"","keywords":"Daphnia pulex; Daphnia; Cladocera; Branchiopoda; Zooplankton; Ecology; Paleolimnology; Crustacean; Biology; Pulex; Bosmina; Climate change","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007511465,0.0002244359,0.0002585263,0.00006794798,0.0005527906,0.00009107629,0.0007011087,0.00006570699,0.007030793],"category_scores_gemma":[0.0001111822,0.0001849633,0.00006300328,0.0005688625,0.00058092,0.0003462985,0.0001784225,0.0001049238,0.001568319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001490887,"about_ca_system_score_gemma":0.00008370794,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007761817,"about_ca_topic_score_gemma":0.01151285,"domain_scores_codex":[0.9976429,0.0001296941,0.0004513929,0.0005930962,0.0006846455,0.0004982893],"domain_scores_gemma":[0.9988158,0.0003290281,0.000151727,0.0004014625,0.000009202934,0.0002927949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006853868,0.0001893707,0.9546704,0.000007398138,0.0000334556,0.00002986449,0.009717686,0.0005709401,0.009643864,0.004014198,0.02050008,0.0005541618],"study_design_scores_gemma":[0.001457796,0.00157656,0.5383728,0.0002558202,0.0001714406,0.00004259093,0.01564287,0.3897312,0.00658863,0.01590504,0.02829225,0.00196302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9584414,0.00003534731,0.003649818,0.0006989838,0.0003058662,0.0005068752,0.0001173546,0.00007126928,0.03617303],"genre_scores_gemma":[0.9869822,0.000005235347,0.01013082,0.002078359,0.00007098524,0.00003010897,0.00002898541,0.00001269619,0.0006606599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4162977,"threshold_uncertainty_score":0.999209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08111115457026292,"score_gpt":0.2833266857881728,"score_spread":0.2022155312179099,"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."}}