{"id":"W4414508556","doi":"10.1101/2025.09.23.677969","title":"Selective contexts favouring asymmetry: A theoretical and empirical study of pollen transfer in mirror-image flowers","year":2025,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Pollen; Pollinator; Sexual dimorphism; Mating; Pollination; Mating system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001883875,0.0002089002,0.0003430927,0.0007457759,0.0006062164,0.0009416972,0.000929045,0.0007324748,0.003653582],"category_scores_gemma":[0.008408591,0.0002632662,0.0004587353,0.0004365016,0.001608928,0.00115487,0.0007537873,0.0006898087,0.0001164028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008961324,"about_ca_system_score_gemma":0.000303814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002417309,"about_ca_topic_score_gemma":0.001839296,"domain_scores_codex":[0.9996448,0.0002213244,0.00001088954,0.00005822462,0.00003032294,0.00003456297],"domain_scores_gemma":[0.9926823,0.006038866,0.0007228141,0.0002420385,0.0001446812,0.0001693412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0003776323,0.0007938431,0.2835152,0.0003412442,0.0003031628,0.002679181,0.002547109,0.3656718,0.02280421,0.2889626,0.001008546,0.03099542],"study_design_scores_gemma":[0.0000522105,0.0001483339,0.05262279,0.00002465544,0.00003498395,0.0005148507,0.001177704,0.8628508,0.0008673027,0.08108187,0.0005879441,0.00003654968],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877595,0.00009107896,0.009557168,0.0002727881,0.000001862934,0.000008210156,0.00001739378,0.000008088297,0.002283779],"genre_scores_gemma":[0.9990977,0.00002949878,0.0007746236,0.000007564688,0.000002192677,0.000003887374,0.000004917219,0.000001442846,0.0000782498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003653582,"threshold_uncertainty_score":0.01222247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01985328773896809,"score_gpt":0.2351196474157552,"score_spread":0.2152663596767871,"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."}}