{"id":"W7100944278","doi":"","title":"Prepared for: The Invasive Plant Council of BC","year":2009,"lang":"en","type":"article","venue":"","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Invasive species; Biodiversity; Introduced species; Ecosystem; Damages; Liberian dollar; Broom; Economic impact analysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002456284,0.0000802505,0.0001396024,0.000001562486,0.0001040357,0.00001851507,0.000285419,0.00006044238,0.0003734148],"category_scores_gemma":[0.0005558632,0.00001640004,0.0001129764,0.0000772675,0.00007844085,0.00003638107,0.00002221556,0.00004065941,0.000008643101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003398527,"about_ca_system_score_gemma":0.0000281855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001069287,"about_ca_topic_score_gemma":0.002072573,"domain_scores_codex":[0.9993333,0.00002131742,0.00015851,0.0001401842,0.0001870553,0.0001596449],"domain_scores_gemma":[0.9983856,0.001229019,0.00007758104,0.00004757601,0.0002283091,0.00003190492],"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":[0.0003055353,0.0001123545,0.001414714,0.00000373338,0.00003922337,0.000001288252,0.0001213134,0.000006766592,0.8706047,0.02785277,0.0301414,0.06939621],"study_design_scores_gemma":[0.000567264,0.003307441,0.5902404,0.00002207332,0.0000408002,0.000007080869,0.00111286,0.00008933771,0.06575242,0.01756136,0.320969,0.0003299809],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9359034,0.001001147,0.00003871878,0.02372997,0.0001297259,0.0009538693,0.0003688741,0.0001030907,0.03777124],"genre_scores_gemma":[0.9970164,0.00006970776,0.00009640981,0.001724036,0.0001261219,0.00001307833,0.00001741464,1.493678e-7,0.0009367355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8048523,"threshold_uncertainty_score":0.4088631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08145725056648331,"score_gpt":0.2158694217019377,"score_spread":0.1344121711354544,"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."}}