{"id":"W1999501018","doi":"10.2980/16-4-3254","title":"Within season short-term hatching delays suggest risk-spreading behaviour in populations of the freshwater cladoceran <i>Daphnia</i>","year":2009,"lang":"en","type":"article","venue":"Ecoscience","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hatching; Biology; Ecology; Daphnia; Branchiopoda; Zoology; Cladocera; Zooplankton","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001456174,0.0001161751,0.0001283029,0.0002018069,0.0001917925,0.0002149006,0.0001630421,0.0001702541,0.0008695248],"category_scores_gemma":[0.0003440423,0.0001597901,0.00008943586,0.00009422888,0.0002168279,0.0001687988,0.0002292851,0.0002213385,0.0000804308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002158829,"about_ca_system_score_gemma":0.0001180542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002433544,"about_ca_topic_score_gemma":0.00682968,"domain_scores_codex":[0.9999545,0.000005399348,0.000004142806,0.00002016303,0.000007438626,0.000008380366],"domain_scores_gemma":[0.9996215,0.00007064143,0.0001942701,0.00002816124,0.00002966231,0.00005571174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006552766,0.0000823948,0.6335458,0.00007680744,0.00006117213,0.0001869161,0.000631867,0.0007657975,0.3552138,0.0001120566,0.0001079702,0.008560102],"study_design_scores_gemma":[0.000002603302,0.0001250357,0.9966112,0.000001646404,0.000007286297,0.00005040647,0.00009239207,0.0002733751,0.002748255,0.00003209768,0.00005261762,0.000002998961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997718,0.0000250908,0.00007445837,0.000003170774,4.011735e-7,9.57664e-7,0.00002328065,0.000001891584,0.00009903711],"genre_scores_gemma":[0.9997995,0.00001213131,0.00007356467,0.000003744532,4.444116e-7,0.000001820481,0.00003704299,6.052846e-7,0.0000710871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002433544,"threshold_uncertainty_score":0.004838765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01269068889768074,"score_gpt":0.2401752279764641,"score_spread":0.2274845390787834,"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."}}