{"id":"W4288622602","doi":"","title":"A new species and synonymy in North American\\n<i>Phymatodes</i> (Phymatodes) Mulsant, 1839\\n(Coleoptera: Cerambycidae: Cerambycinae: Callidiini)","year":2019,"lang":"","type":"article","venue":"Insecta mundi","topic":"Coleoptera: Cerambycidae studies","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Longhorn beetle; Biology; Zoology; Taxonomy (biology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.000867309,0.002436551,0.003411995,0.0004937513,0.000981778,0.001504852,0.002051379,0.0006764789,0.002385292],"category_scores_gemma":[0.0003542325,0.001536417,0.0008850275,0.003478323,0.001319467,0.001116593,0.001956929,0.001670757,0.001155033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000736102,"about_ca_system_score_gemma":0.0003678728,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0247522,"about_ca_topic_score_gemma":0.574884,"domain_scores_codex":[0.9875106,0.0009409916,0.002641998,0.003535702,0.001847629,0.003523147],"domain_scores_gemma":[0.9939451,0.001771039,0.00134133,0.001122122,0.0004741056,0.0013463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007542698,0.0006045559,0.7448753,0.0002680985,0.0003759789,0.0002707262,0.004714403,0.000077433,0.005519657,0.000412722,0.0009364092,0.2411905],"study_design_scores_gemma":[0.002683691,0.00237443,0.9447178,0.0005076929,0.0001784849,0.0001520241,0.0003186592,0.0006110796,0.0001152482,0.0002254376,0.04544797,0.002667505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8780708,0.007352811,0.00001541696,0.002334723,0.00180483,0.003015352,0.0003572442,0.000313878,0.1067349],"genre_scores_gemma":[0.9816415,0.007936338,0.0004134297,0.0009657524,0.001443168,0.0001981911,0.00009847852,0.00005711351,0.007246013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5501318,"threshold_uncertainty_score":0.9996227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01365635656452958,"score_gpt":0.2167215814688287,"score_spread":0.2030652249042991,"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."}}