{"id":"W2902850239","doi":"10.11646/zootaxa.4526.2.1","title":"Name-bearing type specimens in the Canadian National Collection of Insects, Arachnids & Nematodes (CNC): Blattodea, Dermaptera, Notoptera, Mecoptera, Megaloptera, Myriapoda, Neuroptera, Odonata, Orthoptera, Phthiraptera, Pseudoscorpiones, Psocoptera, Raphidioptera & Siphonaptera","year":2018,"lang":"en","type":"article","venue":"Zootaxa","topic":"Fossil Insects in Amber","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Neuroptera; Psocoptera; Biology; Blattodea; Odonata; Arthropod; Zoology; Myriapoda; Hemiptera; Orthoptera; Cockroach; Ecology; Taxonomy (biology); Predation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002311929,0.001649377,0.00155252,0.0009052135,0.001966016,0.00113006,0.002419697,0.0009180086,0.0106471],"category_scores_gemma":[0.0006129264,0.0009873357,0.0007592284,0.003275693,0.001112304,0.001469901,0.0004448212,0.001784472,0.003860694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000852845,"about_ca_system_score_gemma":0.000442626,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1156673,"about_ca_topic_score_gemma":0.653828,"domain_scores_codex":[0.9891917,0.001201376,0.002631448,0.002228648,0.002448874,0.002297974],"domain_scores_gemma":[0.9938534,0.001231812,0.001164045,0.001272679,0.001697248,0.0007808148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005777195,0.005353158,0.540094,0.0008501918,0.001851821,0.0006613157,0.03369664,0.0009182,0.1452468,0.01144033,0.09335286,0.1607575],"study_design_scores_gemma":[0.001923039,0.0005484184,0.1759585,0.0004883443,0.0001191804,0.0006552071,0.0001261513,0.0003130961,0.001741453,0.0008686993,0.8149833,0.002274609],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9422846,0.0007032246,0.00007282843,0.001953883,0.002557804,0.001932859,0.0003103739,0.000259541,0.04992482],"genre_scores_gemma":[0.9821895,0.0002066356,0.00495223,0.004067763,0.001745758,0.0002678108,0.0009747116,0.0000538463,0.005541743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7216304,"threshold_uncertainty_score":0.9999068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04535403847534612,"score_gpt":0.2678633666420017,"score_spread":0.2225093281666556,"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."}}