{"id":"W2143668942","doi":"10.11646/zootaxa.1668.1.24","title":"Weevils, weevils, weevils everywhere*","year":2007,"lang":"en","type":"article","venue":"Zootaxa","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":341,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Museum of Nature","funders":"Consejo Nacional de Investigaciones Científicas y Técnicas; Commonwealth Scientific and Industrial Research Organisation","keywords":"Biology; Curculionidae; Weevil; Taxonomy (biology); Phylogenetics; Phylogenetic tree; Zoology; Ecology; Evolutionary biology; Botany","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":[0.0005188374,0.0001980817,0.0002048955,0.0000143627,0.0002710731,0.00009168628,0.0002790926,0.0001581618,0.001982301],"category_scores_gemma":[0.00007473902,0.00008319859,0.0001570541,0.0003834842,0.00005661785,0.0002039535,0.00008222206,0.0001675308,0.0006039229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007234611,"about_ca_system_score_gemma":0.00001245357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007111401,"about_ca_topic_score_gemma":0.004026103,"domain_scores_codex":[0.9984897,0.00004795886,0.0003200625,0.0003631848,0.0002457254,0.0005334077],"domain_scores_gemma":[0.9993033,0.0001797571,0.0001264184,0.0001030494,0.00007682291,0.0002106821],"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":[0.00006612311,0.0001459718,0.04116862,0.000007645206,0.00001331277,0.00001916329,0.00002054863,8.834793e-7,0.003647707,0.001693528,0.004583902,0.9486326],"study_design_scores_gemma":[0.0001466146,0.000141303,0.1564318,0.00002187154,0.00001177678,0.00001120426,0.0001485111,0.000007815645,0.002577358,0.0001439011,0.8401252,0.0002326247],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723288,0.0005859308,0.0001886042,0.0010761,0.0003281444,0.0002488372,0.00005728492,0.0001597863,0.02502646],"genre_scores_gemma":[0.9980759,0.0000380792,0.0001005033,0.0004458246,0.0006851233,0.00001286424,0.0001240461,5.850035e-7,0.0005170907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9484,"threshold_uncertainty_score":0.99893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02024045346749226,"score_gpt":0.2221157863555367,"score_spread":0.2018753328880444,"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."}}