{"id":"W4308893977","doi":"10.1186/s43170-022-00136-0","title":"A century of Azolla filiculoides biocontrol: the economic value of Stenopelmus rufinasus to Great Britain","year":2022,"lang":"en","type":"article","venue":"CABI Agriculture and Bioscience","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Centre for International Agricultural Research; Agriculture and Agri-Food Canada; Ministry of Agriculture of the People's Republic of China; Department for Environment, Food and Rural Affairs, UK Government","keywords":"Weevil; Biology; Biological pest control; Infestation; Fern; Toxicology; Horticulture; Geography; Botany","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":[0.0004292839,0.0001743361,0.0003150142,0.00001829466,0.0003874144,0.00004302754,0.0007103058,0.00006377776,0.0001777507],"category_scores_gemma":[0.0001227836,0.00004877763,0.0001419082,0.0005387317,0.0003699578,0.00008781498,0.0004198972,0.0001399566,0.000003769338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005648698,"about_ca_system_score_gemma":0.00001963015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007890353,"about_ca_topic_score_gemma":0.0003620109,"domain_scores_codex":[0.9985626,0.0001505031,0.0003151147,0.0004035828,0.0002568839,0.0003113543],"domain_scores_gemma":[0.9992033,0.0003021492,0.0002024415,0.00009517999,0.00008502901,0.0001118594],"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":[0.00004538052,0.00004125858,0.002450333,0.000005614782,0.0000113605,0.000002349807,0.0001133122,0.0000718283,0.9717285,0.006469001,0.001148726,0.01791233],"study_design_scores_gemma":[0.0003883232,0.002333563,0.7549724,0.00002398972,0.00003953875,0.00005963476,0.004317855,0.00003550005,0.03945528,0.0004070161,0.1975684,0.0003984275],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900994,0.001438961,0.000001052784,0.006694739,0.0001567238,0.0004787871,0.0003366597,0.00001969586,0.0007740154],"genre_scores_gemma":[0.9985138,0.0001584196,0.00005858031,0.0008620641,0.0001070927,0.00004231257,0.00001269203,6.326524e-7,0.0002443811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9322732,"threshold_uncertainty_score":0.2979718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008014288041006923,"score_gpt":0.1786307722361685,"score_spread":0.1706164841951615,"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."}}