{"id":"W2016825978","doi":"10.1111/nph.12634","title":"Rapid evolution of an invasive weed","year":2013,"lang":"en","type":"article","venue":"New Phytologist","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Abiotic component; Invasive species; Herbivore; Ecology; Abiotic stress; Range (aeronautics); Weed; Population; Demography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005518409,0.00005788111,0.0000954315,0.00001517948,0.00007150813,0.000003899436,0.0001130146,0.00005182082,0.00186218],"category_scores_gemma":[0.00007077389,0.0000501668,0.00002276365,0.0000871473,0.0003079221,0.0001830268,0.00006187395,0.00005066173,0.0006587687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005934012,"about_ca_system_score_gemma":0.00001346335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002627843,"about_ca_topic_score_gemma":0.00400367,"domain_scores_codex":[0.999534,0.00003510253,0.0001141303,0.000136511,0.00006389654,0.0001163602],"domain_scores_gemma":[0.9996991,0.00005174646,0.00007457702,0.000123386,0.000009464751,0.00004169295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002275568,0.0002229481,0.9106991,0.00001383829,0.00003478859,0.000002835581,0.0006834035,0.001496635,0.03796328,0.004917808,0.01615811,0.0277845],"study_design_scores_gemma":[0.0002005353,0.0001332102,0.9831316,0.000001927146,0.000005634961,0.000002022632,0.0001788188,0.0007227045,0.00108928,0.01406662,0.0004034292,0.00006414398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9661821,0.00007794923,0.000496396,0.0004913285,0.0001045914,0.0001783273,0.000001305862,0.00002622115,0.03244185],"genre_scores_gemma":[0.9971598,0.000009989664,0.001827888,0.0001145123,0.0000176409,0.0000236746,0.000003272569,0.000002816303,0.0008404187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07243258,"threshold_uncertainty_score":0.9990503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01393685626190689,"score_gpt":0.231487206890779,"score_spread":0.2175503506288722,"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."}}