{"id":"W2461192551","doi":"10.11646/zootaxa.4132.4.12","title":"A new species of Austrothaumalea Tonnoir from Australia (Diptera: Thaumaleidae)","year":2016,"lang":"en","type":"article","venue":"Zootaxa","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"Department of Environment and Primary Industries; National Science Foundation","keywords":"Biology; Terminalia; National park; Affinities; Identification key; Phylogenetic tree; Key (lock); Zoology; Ecology; Taxonomy (biology); Genetics; Gene","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001662313,0.0007152737,0.0003486076,0.001182699,0.00186658,0.0006378532,0.000471613,0.0007474953,0.005891778],"category_scores_gemma":[0.0004828974,0.0003312372,0.0002410183,0.0006721177,0.0008174957,0.001403163,0.001205709,0.001036874,0.001308446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004184961,"about_ca_system_score_gemma":0.0004994084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00979662,"about_ca_topic_score_gemma":0.03793743,"domain_scores_codex":[0.9998899,0.00001363875,0.00001694267,0.00003065564,0.00003371425,0.00001522588],"domain_scores_gemma":[0.9997224,0.00005260976,0.00008424078,0.00001595882,0.0000433345,0.00008132468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001254296,0.0005103887,0.1162801,0.002025168,0.0001220865,0.02937226,0.02040395,0.0007615206,0.0896019,0.001691555,0.01123884,0.7267379],"study_design_scores_gemma":[0.00009125315,0.00192908,0.8463492,0.0008109287,0.0001946186,0.03885815,0.007289576,0.001504724,0.001710071,0.0009711499,0.1001552,0.0001360653],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9535906,0.00666388,0.004191543,0.0008624339,0.0007283716,0.0006521762,0.0008774776,0.0002714227,0.03216209],"genre_scores_gemma":[0.9644032,0.004773622,0.01439573,0.001043837,0.0003369695,0.0003671325,0.001194659,0.00003272849,0.01345218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00979662,"threshold_uncertainty_score":0.01970994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05026771733840005,"score_gpt":0.2370814758986322,"score_spread":0.1868137585602322,"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."}}