{"id":"W1839217958","doi":"10.3897/zookeys.530.6155","title":"New species of Cerambycidae (Coleoptera) from South and Central America","year":2015,"lang":"en","type":"review","venue":"ZooKeys","topic":"Coleoptera: Cerambycidae studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Espace pour la vie","funders":"","keywords":"Longhorn beetle; Panama; Biology; Zoology; Taxonomy (biology); Genus; Ecology","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":[0.0003998307,0.0009165037,0.0009343022,0.005077962,0.0003934732,0.0007410135,0.0005777532,0.0004270141,0.004783669],"category_scores_gemma":[0.0006097712,0.000278289,0.0004503454,0.003342499,0.0003336142,0.00114368,0.0006520321,0.0009059315,0.0008061808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004681573,"about_ca_system_score_gemma":0.001555256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005436998,"about_ca_topic_score_gemma":0.02195306,"domain_scores_codex":[0.999782,0.00002335271,0.00005010247,0.00004202202,0.00008358072,0.00001903032],"domain_scores_gemma":[0.9996732,0.000107838,0.0001004294,0.00001015626,0.00007923728,0.00002911674],"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":[0.00005882704,0.00004204283,0.0007521752,0.04641776,0.0001500902,0.0001693611,0.0002190441,0.0001055598,0.001930781,0.00113902,0.0103009,0.9387144],"study_design_scores_gemma":[0.00002719375,0.0001420762,0.01187288,0.01412435,0.0006335959,0.0020444,0.0003996011,0.0000439986,0.0006567133,0.001140828,0.9688843,0.00003000393],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006159574,0.9972475,0.00007594345,0.0000987137,0.00006763471,0.00001532327,0.0001047715,0.000008402274,0.001765708],"genre_scores_gemma":[0.003424496,0.9953896,0.0002763228,0.0001339042,0.00004410956,0.00001383163,0.0001467968,0.000001470575,0.0005694578],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005436998,"threshold_uncertainty_score":0.01600295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05724460167759412,"score_gpt":0.2598156229210192,"score_spread":0.2025710212434251,"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."}}