{"id":"W2761578004","doi":"","title":"Parasites of invasive crustacea: risks and opportunities for control","year":2017,"lang":"en","type":"dissertation","venue":"White Rose eTheses Online (University of Leeds, The University of Sheffield, University of York)","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Invasive species; Biodiversity; Carcinus maenas; Ecology; Biosecurity; Biological pest control; Introduced species; Wildlife; Aquaculture; Crustacean; Fishery; Decapoda; Fish <Actinopterygii>","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003028321,0.0002875268,0.0007929721,0.0002389108,0.0008850407,0.000006931918,0.00125857,0.000571931,0.001312303],"category_scores_gemma":[0.00008799035,0.0003454516,0.0004298942,0.0001157346,0.002271617,0.0003818122,0.0002442172,0.0004349902,0.000007213083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007996396,"about_ca_system_score_gemma":0.0001722512,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01128458,"about_ca_topic_score_gemma":0.0318231,"domain_scores_codex":[0.9986963,0.0001829,0.000194438,0.0004013903,0.0002693461,0.0002556343],"domain_scores_gemma":[0.9970942,0.0007589326,0.001270456,0.000529971,0.0002227167,0.0001237909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.04793591,0.005878762,0.3780178,0.005475996,0.01110863,0.000509566,0.2998035,0.009879308,0.03946863,0.005045649,0.04041104,0.1564652],"study_design_scores_gemma":[0.005513884,0.001478813,0.4180638,0.001159001,0.003370904,0.00001410335,0.5015745,0.001043758,0.0007566926,0.0003903521,0.06562521,0.001009064],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804988,0.0002797299,0.0007838567,0.001257003,0.0001404826,0.0005882512,0.00178024,0.00002369587,0.01464792],"genre_scores_gemma":[0.9564242,0.003135551,0.001240534,0.0000220679,0.00001823615,2.77259e-8,0.0003635224,0.00001379051,0.03878207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.201771,"threshold_uncertainty_score":0.9998997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06365293897884748,"score_gpt":0.2906728064350708,"score_spread":0.2270198674562233,"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."}}