{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000161036,0.0005754481,0.0004624891,0.00478314,0.0083676,0.0007646617,0.001378886,0.0006768532,0.007378513],"category_scores_gemma":[0.0003770872,0.0003510704,0.0002506973,0.003953216,0.001893082,0.0006396296,0.0007892614,0.0009653686,0.0009941747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01085327,"about_ca_system_score_gemma":0.01237282,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9574657,"about_ca_topic_score_gemma":0.9931097,"domain_scores_codex":[0.9996643,0.00000767391,0.00001415504,0.00006033506,0.0001303803,0.0001231582],"domain_scores_gemma":[0.9987839,0.00006313841,0.0001307088,0.00004354724,0.0006781697,0.0003004975],"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":[0.0009023283,0.0002764548,0.4488866,0.001320536,0.0002113867,0.01089372,0.03023746,0.0007782734,0.02848777,0.003454241,0.07692423,0.397627],"study_design_scores_gemma":[0.000007071656,0.00007958421,0.8603466,0.0002724285,0.00006494569,0.002255062,0.008967136,0.00009337733,0.001649475,0.0001726722,0.1260477,0.00004398605],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7663349,0.02300204,0.00116979,0.001523288,0.0005854016,0.0006450051,0.02057415,0.0002762985,0.1858892],"genre_scores_gemma":[0.9531435,0.007263243,0.002519172,0.0006457934,0.00009844183,0.0001055515,0.006375911,0.00004625158,0.02980223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04253429,"threshold_uncertainty_score":0.0855695,"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."}}