{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001085056,0.00009776861,0.0001098601,0.000004112073,0.0006610414,0.00003799054,0.00044984,0.00003523125,0.0003741304],"category_scores_gemma":[0.00003191004,0.00002332136,0.0001425573,0.0002660546,0.0002678556,0.0000605834,0.0001146816,0.0001275281,0.00003499539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001111809,"about_ca_system_score_gemma":0.000005541542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009148615,"about_ca_topic_score_gemma":0.001882322,"domain_scores_codex":[0.9992034,0.00005138241,0.0001920048,0.000146742,0.0001890177,0.000217416],"domain_scores_gemma":[0.9994356,0.0002592082,0.0001299272,0.00009922193,0.00003878466,0.0000372757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002557493,0.00009527265,0.3235472,0.000003064604,0.00001303723,0.000005490313,0.0001107933,0.000001676686,0.005032689,0.002385288,0.005825523,0.6629544],"study_design_scores_gemma":[0.00004543786,0.0000290978,0.2063104,0.0000148545,0.000006487151,0.000005956178,0.0001136788,0.000003059925,0.008525954,0.00002224623,0.7848495,0.00007333527],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845463,0.0002300606,4.741091e-7,0.001987513,0.0002736344,0.0001332846,0.00001237153,0.00002530477,0.01279105],"genre_scores_gemma":[0.9922442,0.00004252853,0.00002711809,0.0001684897,0.0002383401,0.00001363002,0.000002540657,6.114769e-7,0.007262504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7790239,"threshold_uncertainty_score":0.5084263,"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."}}