{"id":"W2037778788","doi":"10.1111/een.12184","title":"Mating frequency positively associates with fitness in <i>Ophraella communa</i>","year":2015,"lang":"en","type":"article","venue":"Ecological Entomology","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Chinese Academy of Agricultural Sciences; National Natural Science Foundation of China; Hunan Academy of Agricultural Sciences; Fujian Agriculture and Forestry University; Chinese Academy of Sciences; National Science Foundation","keywords":"Biology; Ambrosia artemisiifolia; Fecundity; Mating; Longevity; Reproductive success; Zoology; Sexual selection; Ecology; Mate choice; Selection (genetic algorithm); Natural selection; Demography; Population; Ragweed; 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":[0.0003620754,0.0001434335,0.0002977948,0.00001133017,0.0001251728,0.00002631959,0.0002341945,0.0001515815,0.0001803548],"category_scores_gemma":[0.0001679017,0.00004843011,0.00003765556,0.0002425063,0.0001233361,0.00006143441,0.0001376244,0.0001992745,0.00007337211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006236129,"about_ca_system_score_gemma":0.00000864197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006683684,"about_ca_topic_score_gemma":0.01337551,"domain_scores_codex":[0.9988253,0.0002048693,0.0001962427,0.0002367494,0.0001300648,0.0004068167],"domain_scores_gemma":[0.9992089,0.0005315485,0.00008895335,0.00001772196,0.00006055933,0.00009233534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007257915,0.000275715,0.9838231,0.000002217148,0.00001679541,0.0002268653,0.0001743897,0.000005874059,0.01160129,0.001566597,0.0003531892,0.001881445],"study_design_scores_gemma":[0.0003428237,0.001091295,0.9934878,0.00001189375,0.000005410607,0.00004489655,0.0005467501,0.000014952,0.0002136333,0.003609071,0.0004627528,0.0001686974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846298,0.0001929147,6.15928e-7,0.001988979,0.00004204429,0.0001270515,0.00002078253,0.00006585309,0.01293198],"genre_scores_gemma":[0.9988948,0.00002167871,0.0001550628,0.0006362388,0.00008187136,0.00002691142,0.0000254779,6.897878e-7,0.000157267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01426503,"threshold_uncertainty_score":0.746385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05658866396166751,"score_gpt":0.2285945939799228,"score_spread":0.1720059300182553,"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."}}