{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002375222,0.0001813952,0.0002130367,0.00004345809,0.0001098644,0.0001121594,0.0001062771,0.0001210549,0.000140442],"category_scores_gemma":[0.00009650546,0.00007586197,0.00001388486,0.0003171995,0.0002398004,0.0001425011,0.00004601235,0.0001970997,0.00002698646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001696174,"about_ca_system_score_gemma":0.000008088111,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001360773,"about_ca_topic_score_gemma":0.07087334,"domain_scores_codex":[0.998856,0.0000879072,0.0001898179,0.000357686,0.0001865899,0.0003220042],"domain_scores_gemma":[0.9994739,0.0002033662,0.0001164382,0.00005691026,0.00007286578,0.00007648303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001836798,0.0001632185,0.9327047,0.000008688085,0.00001867962,0.00002320169,0.00191357,0.00000144775,0.06104839,0.00016504,0.00009923807,0.003670156],"study_design_scores_gemma":[0.000754916,0.000721626,0.9935228,0.0001579154,0.000008243584,0.00001285588,0.0007068139,0.00003071028,0.002947513,0.0001496692,0.0007814521,0.0002054896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987361,0.00003338106,0.000001985084,0.0004900282,0.00004460331,0.0002777779,0.00008104852,0.00002860273,0.0003064771],"genre_scores_gemma":[0.999361,0.00002593575,0.00005318497,0.0001129547,0.0001249906,0.000007874723,0.00002623243,0.000002024002,0.0002857835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06951256,"threshold_uncertainty_score":0.9460808,"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."}}