{"id":"W1797507678","doi":"10.11646/zootaxa.1804.1.1","title":"The Frog-Biting Midges of the World (Corethrellidae: Diptera)","year":2008,"lang":"en","type":"article","venue":"Zootaxa","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal British Columbia Museum","funders":"","keywords":"Biology; Zoology; Genus; Phylogenetic tree; Cladistics; Ecology; Extant taxon; Lineage (genetic); Taxonomy (biology); Evolutionary biology","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":[0.0001540149,0.0005555658,0.0002014716,0.001736241,0.0003256639,0.0004212323,0.0002292476,0.0001459467,0.005697403],"category_scores_gemma":[0.0002216399,0.0001263514,0.0001389441,0.001194781,0.0002010613,0.0006682188,0.0005114751,0.0002921829,0.0008209465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001702692,"about_ca_system_score_gemma":0.0001747642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002347461,"about_ca_topic_score_gemma":0.008510816,"domain_scores_codex":[0.999915,0.00001432568,0.000008737158,0.00002158087,0.00002239703,0.00001801479],"domain_scores_gemma":[0.9998509,0.00002397775,0.00005828507,0.00001314459,0.00002113842,0.00003264331],"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":[0.0001905098,0.00007657528,0.1689962,0.0008949514,0.00007559695,0.0004127133,0.0008857127,0.0002499425,0.02664237,0.00161493,0.006246866,0.7937135],"study_design_scores_gemma":[0.000009693463,0.0003238214,0.9163949,0.0001967713,0.00003492112,0.002650709,0.0004284975,0.0001910417,0.001214623,0.0002784413,0.0782606,0.00001605636],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8415419,0.08499437,0.006073512,0.0003464591,0.000197104,0.0001838084,0.003594024,0.0002760199,0.06279284],"genre_scores_gemma":[0.9248967,0.04075014,0.01421978,0.0004143814,0.0002002245,0.00008383377,0.004698365,0.00005355561,0.01468304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005697403,"threshold_uncertainty_score":0.01905972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0342657880264433,"score_gpt":0.2158183503627044,"score_spread":0.1815525623362611,"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."}}