{"id":"W2126806851","doi":"10.4039/n09-014","title":"Measuring the performance of aphids: fecundity <i>versus</i> biomass","year":2009,"lang":"en","type":"article","venue":"The Canadian Entomologist","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Agriculture and Agri-Food Canada","funders":"","keywords":"Fecundity; Aphid; Biology; Aphididae; Biomass (ecology); Offspring; Botany; Agronomy; Ecology; Homoptera; Demography; PEST analysis; Population; Genetics","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":[],"consensus_categories":[],"category_scores_codex":[0.0002767695,0.00008096924,0.00008513458,0.00001206111,0.0005523287,0.00004974114,0.0004209565,0.0000476735,0.0001550247],"category_scores_gemma":[0.00003089942,0.00002212866,0.00006494361,0.0002093076,0.0001266354,0.00005292331,0.00001212704,0.0001228737,0.00003148774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007523449,"about_ca_system_score_gemma":0.00003201997,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2203172,"about_ca_topic_score_gemma":0.6871751,"domain_scores_codex":[0.9993342,0.00006249032,0.0001173438,0.0001054193,0.0001214793,0.0002591168],"domain_scores_gemma":[0.9995924,0.0001283847,0.00006377212,0.00009061275,0.00005047061,0.00007434931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001174007,0.0003130748,0.04324993,0.00002527589,0.0002996664,0.00009303655,0.001258927,0.0002220469,0.4408354,0.02849464,0.02799225,0.4560418],"study_design_scores_gemma":[0.0006173327,0.001624942,0.7861645,0.00004733837,0.00008136762,0.0001418272,0.0007968571,0.000749408,0.03370834,0.000791416,0.1747344,0.000542295],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837943,0.00009445089,3.00186e-7,0.007506385,0.0002387949,0.0001212555,0.0000437676,0.00001636375,0.008184363],"genre_scores_gemma":[0.9988551,0.00001824818,0.00000196505,0.0006998902,0.0001460094,0.000006034065,0.00001258232,3.42984e-7,0.0002598934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7429145,"threshold_uncertainty_score":0.7848747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03110576198388849,"score_gpt":0.2135863166531248,"score_spread":0.1824805546692363,"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."}}