{"id":"W2139199886","doi":"10.1139/f05-043","title":"Costs and benefits of <i>Daphnia</i> defense against <i>Chaoborus</i> in nature","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Daphnia pulex; Daphnia; Kairomone; Predation; Biology; Branchiopoda; Population; Predator; Cladocera; Ecology; Pulex; Zooplankton; Zoology; Demography","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":[0.000250428,0.0003038267,0.0001673113,0.0002320238,0.0001564204,0.0004143525,0.000220757,0.0003198985,0.0007539608],"category_scores_gemma":[0.0004869168,0.000155477,0.0002267985,0.0001481917,0.0002463949,0.000300228,0.0003477428,0.0002688802,0.00009227671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008078168,"about_ca_system_score_gemma":0.0002024531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002384626,"about_ca_topic_score_gemma":0.006866444,"domain_scores_codex":[0.9998166,0.00004390778,0.00001656136,0.00003658047,0.00004870644,0.00003762041],"domain_scores_gemma":[0.9993497,0.0002066567,0.0002050798,0.00007036037,0.00006096237,0.0001072645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008640001,0.0001304914,0.0800338,0.0002271453,0.0001253824,0.0002045759,0.00006952384,0.004137301,0.9017431,0.0007738764,0.00008752187,0.01160334],"study_design_scores_gemma":[0.00002756229,0.001861247,0.8988165,0.00001403218,0.0001371318,0.0003191431,0.0001773602,0.006863471,0.09067345,0.0004124013,0.0006733348,0.00002447241],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993277,0.000101651,0.0001081746,0.00001216009,8.631624e-7,0.000002483049,0.00004780229,0.000003319099,0.0003960238],"genre_scores_gemma":[0.9992818,0.00007220091,0.0003258277,0.00001531701,0.000001416401,0.000005197975,0.00007760172,0.000001989032,0.0002186263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002384626,"threshold_uncertainty_score":0.005861163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00752816305222109,"score_gpt":0.1922952145268305,"score_spread":0.1847670514746095,"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."}}