{"id":"W4406941932","doi":"10.56222/28166531.2025.40","title":"First record of Hyperaspis concavus Watson in Canada and a key to selected species of Hyperaspis of eastern North America (Coleoptera, Coccinellidae, Hyperaspidini)","year":2025,"lang":"en","type":"article","venue":"Specimen","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coccinellidae; Watson; Key (lock); Geography; Genealogy; Ecology; History; Biology; Predator; Predation; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0000492712,0.0001554289,0.0004735579,0.00005623909,0.00004978548,0.0000125526,0.0001923791,0.00004228725,0.0005217748],"category_scores_gemma":[0.00004779542,0.00007867226,0.00004878228,0.0006998507,0.00004097811,0.00005411801,0.00005730512,0.0001002961,0.000003936661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009108402,"about_ca_system_score_gemma":0.00009943409,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7865014,"about_ca_topic_score_gemma":0.9569463,"domain_scores_codex":[0.9988379,0.00004520467,0.0004839897,0.0002444101,0.0001590317,0.0002294703],"domain_scores_gemma":[0.9992424,0.0002576511,0.0001594559,0.0000847866,0.0001921552,0.00006360005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003162026,0.000117107,0.8608409,0.00003966463,0.00006094695,0.000007056914,0.0002218837,0.00006393358,0.11475,0.00004329023,0.001299487,0.02223957],"study_design_scores_gemma":[0.0003617205,0.0004571459,0.9634584,0.0001145212,0.00001995658,0.000002081064,0.0006820799,0.0002200732,0.01071378,0.000009424631,0.02381034,0.0001504643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935083,0.0001111712,0.000002897222,0.0005275519,0.0001417814,0.00027689,0.000170084,0.000007174858,0.005254101],"genre_scores_gemma":[0.9979462,0.0001105469,0.00007960062,0.0001693023,0.00005063082,0.00001606611,0.00002472938,0.00000122133,0.00160169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1704448,"threshold_uncertainty_score":0.5713068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008208667225101562,"score_gpt":0.1816759397978335,"score_spread":0.173467272572732,"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."}}