{"id":"W2347077348","doi":"10.1086/686023","title":"Stochastic Processes during Invasion: The Influence of Population Size on Style-Morph Frequency Variation in<i>Lythrum salicaria</i>(Purple Loosestrife)","year":2016,"lang":"en","type":"article","venue":"International Journal of Plant Sciences","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Biology; Population size; Population; Evolutionary biology; Sample size determination; Genetic variation; Variation (astronomy); Species evenness; Small population size; Genetic diversity; Ecology; Zoology; Species diversity; Demography; Statistics; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0006428233,0.000151618,0.0001370835,0.0005560713,0.0004629836,0.0005072303,0.0002681664,0.0001963052,0.0008988103],"category_scores_gemma":[0.002355435,0.0001267112,0.0002867313,0.0002692765,0.0006974495,0.0004005843,0.0003873304,0.0002156134,0.00009656364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001036724,"about_ca_system_score_gemma":0.0004889488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02689047,"about_ca_topic_score_gemma":0.05500956,"domain_scores_codex":[0.9995864,0.0001005013,0.00002989501,0.0001562488,0.00008471768,0.0000421685],"domain_scores_gemma":[0.997955,0.0005230325,0.001034884,0.0001878887,0.0001575463,0.000141706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007477322,0.00002115677,0.9667622,0.00002902187,0.00007929693,0.00007830503,0.0004173346,0.00106407,0.02488539,0.0003135034,0.00008366093,0.006191305],"study_design_scores_gemma":[8.050571e-7,0.0000131347,0.9985447,0.000001684326,0.000006695243,0.00003552172,0.00006557501,0.0009666704,0.0002018331,0.00006548252,0.00009466642,0.000003262764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986462,0.00009253086,0.0005928884,0.00004792346,0.000001375204,0.000004662221,0.0001062028,0.000006956858,0.0005012914],"genre_scores_gemma":[0.9996849,0.00002277769,0.0001415612,0.000009689909,0.00000249574,0.000002982444,0.00006137185,0.000001929037,0.00007223204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02689047,"threshold_uncertainty_score":0.05346787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03347379430362206,"score_gpt":0.2308373977411946,"score_spread":0.1973636034375725,"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."}}