{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002122337,0.000127684,0.0002300922,0.000009082547,0.00006958962,0.00003188728,0.0002702071,0.0001155288,0.00006810231],"category_scores_gemma":[0.0001073543,0.00004988699,0.0001041916,0.0000983823,0.00006835615,0.0001124637,0.00005740594,0.0000699177,0.000006807931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005924731,"about_ca_system_score_gemma":0.000006830464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001214522,"about_ca_topic_score_gemma":0.001269784,"domain_scores_codex":[0.9990164,0.00005943981,0.0002555904,0.0003434404,0.0001183994,0.0002066966],"domain_scores_gemma":[0.9992958,0.0002071749,0.0001623371,0.000122901,0.0001457959,0.00006596415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00009022297,0.00006843991,0.2864831,0.00001000225,0.000006682471,1.198866e-7,0.000008755994,7.798243e-7,0.63203,0.00007334632,0.000005833444,0.08122273],"study_design_scores_gemma":[0.0002844725,0.001110473,0.9641722,0.00001702289,0.00001016991,0.000001414542,0.00009873566,0.0001278614,0.03373757,0.00014321,0.000172956,0.000123863],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975542,0.0000495024,0.00001287316,0.0005010047,0.000285139,0.001329792,0.0001074368,0.00003958177,0.0001204378],"genre_scores_gemma":[0.9988105,0.000007912606,0.0004333798,0.00003281744,0.0003388698,0.00006567004,0.0001620103,0.000001071103,0.000147747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6776891,"threshold_uncertainty_score":0.2034332,"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."}}