{"id":"W2971822709","doi":"10.3897/neobiota.50.35070","title":"Long term monitoring of recruitment dynamics determines eradication feasibility for an introduced coastal weed","year":2019,"lang":"en","type":"article","venue":"NeoBiota","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Rio Tinto; Commonwealth Scientific and Industrial Research Organisation","keywords":"Weed; Weed control; Population; Invasive species; Geography; Agroforestry; Ecology; Biology; Medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008152991,0.0001277922,0.000157909,0.0003152358,0.000326028,0.0003638816,0.0002097253,0.0002193111,0.0004568569],"category_scores_gemma":[0.00193462,0.0001420291,0.0001090187,0.0001622135,0.0002311234,0.0003184625,0.0003421057,0.000267365,0.0001740177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003575101,"about_ca_system_score_gemma":0.0002695501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008232445,"about_ca_topic_score_gemma":0.02667384,"domain_scores_codex":[0.9997988,0.00003896825,0.00001317165,0.00006439063,0.00004927664,0.000035391],"domain_scores_gemma":[0.9987538,0.00028353,0.0005067587,0.00006250207,0.0002317791,0.0001616046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001049081,0.00009453416,0.9598405,0.00002039101,0.00001885879,0.00009352301,0.0004175436,0.0005627149,0.03000666,0.00003909715,0.00008047539,0.008720879],"study_design_scores_gemma":[0.000001732813,0.0001638249,0.9961372,0.000004551555,0.000008642393,0.00003786142,0.0001780266,0.002405558,0.0008801625,0.00001413046,0.0001641895,0.000004179125],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995734,0.00001404623,0.0001734949,0.00000720857,5.332349e-7,0.000005559365,0.00002878161,0.000002908623,0.000194128],"genre_scores_gemma":[0.9992257,0.00001997114,0.0004161731,0.000006870134,9.421518e-7,0.000009845416,0.00008767436,0.000001156367,0.0002315801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008232445,"threshold_uncertainty_score":0.01636904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09976171053398039,"score_gpt":0.3036780793703358,"score_spread":0.2039163688363554,"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."}}