{"id":"W3043328870","doi":"10.3897/zookeys.948.48701","title":"Odontomachus davidsoni sp. nov. (Hymenoptera, Formicidae), a new conspicuous trap-jaw ant from Ecuador","year":2020,"lang":"en","type":"article","venue":"ZooKeys","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Holotype; Hymenoptera; Paratype; Key (lock); Biology; Zoology; Ecology; Rainforest; Genus; Paleontology","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":[0.00008865155,0.0005100868,0.0002481281,0.0007668625,0.000835076,0.0004139618,0.0003723044,0.0003216248,0.001399286],"category_scores_gemma":[0.0002702235,0.0001798252,0.00008439556,0.0003519195,0.0004053034,0.0003505392,0.0006166265,0.0002706107,0.0004787025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003043973,"about_ca_system_score_gemma":0.0001788166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01011999,"about_ca_topic_score_gemma":0.03092425,"domain_scores_codex":[0.9999406,0.000004110595,0.000007821405,0.00002191109,0.00001233675,0.00001318831],"domain_scores_gemma":[0.9998642,0.00002242427,0.00005761944,0.00001105469,0.00001289093,0.0000318636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007210459,0.0001564968,0.5495601,0.000820311,0.00006415033,0.01237118,0.008356781,0.0004019446,0.0607894,0.0006103258,0.003239134,0.3629092],"study_design_scores_gemma":[0.00001866452,0.0001760711,0.9514054,0.0001581378,0.00004766033,0.009900321,0.003607609,0.0003355532,0.001450701,0.0001482942,0.03273218,0.00001935583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898723,0.00339596,0.0004797145,0.000110283,0.00003942565,0.00004521759,0.0003683163,0.00003459502,0.00565408],"genre_scores_gemma":[0.9907587,0.001662848,0.003276995,0.0002262589,0.00003599459,0.000047634,0.0008059616,0.000009295884,0.003176227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01011999,"threshold_uncertainty_score":0.02012217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01685853851304057,"score_gpt":0.2390010423909065,"score_spread":0.2221425038778659,"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."}}