{"id":"W2800210507","doi":"10.11646/zootaxa.4415.2.1","title":"Black fungus gnats (Diptera: Sciaridae) found in association with cultivated plants and mushrooms in Australia, with notes on cosmopolitan pest species and biosecurity interceptions","year":2018,"lang":"en","type":"article","venue":"Zootaxa","topic":"Entomopathogenic Microorganisms in Pest Control","field":"Agricultural and Biological Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Sciaridae; Biosecurity; PEST analysis; Quarantine; Ecology; Botany; Larva","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001359876,0.0002759668,0.0001349442,0.001797899,0.0005490839,0.0002098809,0.0002265104,0.0001672193,0.001344259],"category_scores_gemma":[0.0002202881,0.0002297482,0.0001356716,0.001045851,0.000352568,0.0002193048,0.000506064,0.0001475444,0.0002568455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002769648,"about_ca_system_score_gemma":0.0003408004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0307285,"about_ca_topic_score_gemma":0.09262991,"domain_scores_codex":[0.9998497,0.00001556031,0.00002131289,0.00003536499,0.00004853259,0.00002955967],"domain_scores_gemma":[0.9996207,0.00002621974,0.0002057942,0.00001207401,0.00005122759,0.00008396049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000117288,0.00003938205,0.9161583,0.000380304,0.00004404032,0.003223671,0.004209009,0.0001029426,0.03597081,0.00005778082,0.0007166993,0.03897987],"study_design_scores_gemma":[6.810572e-7,0.00005050484,0.9972866,0.00001532387,0.000006025911,0.0009081283,0.0004748741,0.00002387405,0.0001972444,0.000004350351,0.001030506,0.000001986511],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99685,0.0008749031,0.0001118369,0.00002341788,0.000004653506,0.00002005121,0.0003286755,0.000008635934,0.00177789],"genre_scores_gemma":[0.9949326,0.001365465,0.0007229536,0.00004297804,0.000006488398,0.00001291911,0.0007215612,0.000002447868,0.002192482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0307285,"threshold_uncertainty_score":0.06109923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01983755925893113,"score_gpt":0.2381100828571872,"score_spread":0.2182725235982561,"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."}}