{"id":"W4283328148","doi":"10.3897/zookeys.1108.76077","title":"A new species of Metopiellus (Coleoptera, Staphylinidae, Pselaphinae) from the northern Colombian Amazon","year":2022,"lang":"en","type":"article","venue":"ZooKeys","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Universidad Nacional de Colombia","keywords":"Amazon rainforest; Taxonomy (biology); Ecology; Geography; Zoology; Key (lock); 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002027859,0.0001062801,0.0001507144,0.000005999012,0.0004768731,0.00004066817,0.0003778618,0.00003512489,0.007828888],"category_scores_gemma":[0.00002865521,0.00004158447,0.0001345018,0.0002711076,0.00004366826,0.00005677581,0.0001728958,0.0002015217,0.00005314183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004448479,"about_ca_system_score_gemma":0.00002363209,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04522217,"about_ca_topic_score_gemma":0.07268403,"domain_scores_codex":[0.999011,0.000180798,0.0002128517,0.0001839222,0.0002372375,0.0001741472],"domain_scores_gemma":[0.9993791,0.000299643,0.0001297972,0.00009581497,0.0000343631,0.00006129811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000119326,0.0001597112,0.876924,0.000002303814,0.00003518834,0.000004448664,0.000584801,0.00003668874,0.001880182,0.001076403,0.003198385,0.1159786],"study_design_scores_gemma":[0.000170468,0.0003348626,0.8543579,0.000004358871,0.00001659442,4.202115e-7,0.001764318,0.00001606384,0.001385014,0.001132475,0.1407087,0.0001088162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885947,0.0001747198,0.00004324916,0.001454102,0.0002054736,0.0002252752,0.0001851128,0.00003233643,0.00908503],"genre_scores_gemma":[0.9980794,0.000007545711,0.00003536746,0.0002592045,0.0002393272,0.00002663985,0.0001646893,3.366956e-7,0.001187513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1375103,"threshold_uncertainty_score":0.9930781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02010104912248802,"score_gpt":0.1949402675513658,"score_spread":0.1748392184288778,"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."}}