{"id":"W7097984166","doi":"","title":"Regulation of invertebrate biological control agents in Australia, New Zealand, Canada and the USA: recommendations for Europe in its pursuit of a harmonised regulatory system","year":2015,"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":"Invertebrate; Control (management); Biological pest control; Biological organism","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":[0.0007467938,0.0001070982,0.0003418541,0.00001551221,0.00002914667,0.00001595603,0.0002222344,0.00009005138,0.0000818887],"category_scores_gemma":[0.0004170989,0.00003330432,0.00004228909,0.0002387265,0.0001173556,0.00006063515,0.00004354357,0.00006980456,0.000001176006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005928069,"about_ca_system_score_gemma":0.00005102158,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3224536,"about_ca_topic_score_gemma":0.7966579,"domain_scores_codex":[0.9987515,0.0002801476,0.0004577635,0.0001877621,0.0001453517,0.0001774601],"domain_scores_gemma":[0.9989962,0.0004961784,0.0002139379,0.00004894918,0.000158351,0.00008637427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00226633,0.0001251986,0.7776576,0.00003490386,0.0000640973,0.000003548835,0.000144458,0.0001172803,0.1549904,0.02768225,0.02992958,0.006984428],"study_design_scores_gemma":[0.002982815,0.0002248396,0.9918433,0.00003186055,0.000008151027,0.00000143004,0.0001914719,0.0004926391,0.00136448,0.0004555699,0.002312398,0.0000910797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903045,0.00006449537,0.00000428663,0.008709119,0.00006279856,0.000661671,0.00006839598,0.000006674604,0.0001180776],"genre_scores_gemma":[0.9985419,0.000011307,0.00005299486,0.0003059235,0.0000351408,0.00002526206,0.00002678074,5.616722e-7,0.00100015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4742043,"threshold_uncertainty_score":0.6820583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1351816700592507,"score_gpt":0.2618501226507475,"score_spread":0.1266684525914968,"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."}}