{"id":"W4410756048","doi":"10.1111/afe.12692","title":"Determinants of mating success in a lek‐mating species","year":2025,"lang":"en","type":"article","venue":"Agricultural and Forest Entomology","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"U.S. Forest Service; Department of Forestry, Fisheries and the Environment; Natural Resources Canada; U.S. Department of Agriculture","keywords":"Biology; Mating; Mating system; Ecology; Evolutionary biology; Lek mating; Zoology; Mate choice","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003115881,0.0001548943,0.0001649015,0.0004660082,0.0002900289,0.0004217492,0.0001077351,0.0002105592,0.003080283],"category_scores_gemma":[0.001078194,0.00009945641,0.0001366065,0.000240835,0.0002323383,0.0002150938,0.0002474954,0.0002399068,0.0003627797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009060061,"about_ca_system_score_gemma":0.00004745443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005165051,"about_ca_topic_score_gemma":0.001358177,"domain_scores_codex":[0.999854,0.00005262863,0.00001003402,0.00004009705,0.00002001634,0.00002325773],"domain_scores_gemma":[0.998577,0.0005390196,0.0004458903,0.00005927594,0.00008000652,0.0002987923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009350853,0.00005525038,0.9907489,0.000008988448,0.00003901731,0.0001207609,0.0001876471,0.00008103092,0.007119727,0.00003271938,0.00003981221,0.001472666],"study_design_scores_gemma":[7.091318e-7,0.00005598765,0.9994177,0.000001176379,0.000003609995,0.0001146267,0.000122422,0.0001103297,0.0001171473,0.00001216732,0.00004264213,0.000001375163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996983,0.00003132511,0.00002400529,0.000004601866,8.578616e-7,0.000001180207,0.00002803454,7.090631e-7,0.0002110616],"genre_scores_gemma":[0.9998241,0.000009779206,0.00003278279,0.000003002919,9.253166e-7,0.000001199735,0.00002801997,7.131918e-7,0.00009957967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003080283,"threshold_uncertainty_score":0.01030457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0259342433920287,"score_gpt":0.2306922865644551,"score_spread":0.2047580431724264,"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."}}