{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008626034,0.0001060908,0.0002438392,0.00001650139,0.0001068535,0.00001934974,0.000115608,0.00006434337,0.00002087943],"category_scores_gemma":[0.00004149498,0.00003347038,0.00003938653,0.0002638331,0.00007898363,0.00007564817,0.0001258228,0.00006701626,0.000002070186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008391156,"about_ca_system_score_gemma":0.000001741363,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009349385,"about_ca_topic_score_gemma":0.02832879,"domain_scores_codex":[0.9992923,0.00003126677,0.0002390681,0.0001627233,0.0000601991,0.0002144446],"domain_scores_gemma":[0.9996805,0.000172508,0.00008241593,0.00001044198,0.00003165531,0.00002249241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001208953,0.00002470611,0.9385191,0.00002333875,0.000005785588,0.000005639128,0.0001039545,0.000001311695,0.05323452,0.001649147,0.0000588456,0.006361611],"study_design_scores_gemma":[0.0001051103,0.00007617248,0.9964662,0.00007984468,0.000006184085,0.00001774531,0.0007635307,0.00002365845,0.001508367,0.0007111335,0.0001581243,0.00008391368],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964877,0.0003237408,1.91583e-7,0.0003251023,0.00004168473,0.00009171697,0.0000121448,0.00001632563,0.00270141],"genre_scores_gemma":[0.9991636,0.00009413265,0.00002279803,0.00004021534,0.00004199874,0.000009141587,0.000009528758,2.095012e-7,0.0006184184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05794716,"threshold_uncertainty_score":0.9894017,"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."}}