{"id":"W978130194","doi":"10.22543/0090-0222.2562","title":"The Distribution of the Pentatomoidea in the Northeastern Quarter of the United States (Hemiptera)","year":2025,"lang":"en","type":"article","venue":"The Great Lakes Entomologist","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Hemiptera; Distribution (mathematics); Geography; Mathematics; Biology; Archaeology; Zoology","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":[0.0001028206,0.0001418742,0.00009665808,0.001706779,0.0003422236,0.0002674874,0.0001284475,0.00008799879,0.003245169],"category_scores_gemma":[0.0003089625,0.00009564457,0.0001078735,0.00185452,0.0001170743,0.0002641056,0.000277726,0.0002101488,0.0004552946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003208536,"about_ca_system_score_gemma":0.0005830428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1245042,"about_ca_topic_score_gemma":0.3077067,"domain_scores_codex":[0.9999228,0.000008872888,0.00001302762,0.00001034727,0.00003366257,0.0000114356],"domain_scores_gemma":[0.9996291,0.00003640785,0.00009698554,0.00001685359,0.0001594161,0.00006112544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002110061,0.0000501045,0.4924517,0.0005399301,0.00006726677,0.0005904465,0.001665403,0.000318585,0.007112764,0.0005063709,0.06502245,0.431464],"study_design_scores_gemma":[0.000003036637,0.00003451855,0.9229552,0.0000990104,0.0000223059,0.0002973358,0.0005678025,0.00006623874,0.0002475066,0.00005101983,0.07565094,0.000005020113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8600852,0.04158241,0.000836279,0.001701961,0.0007149908,0.000106351,0.03765298,0.0001849191,0.05713494],"genre_scores_gemma":[0.9104105,0.02799615,0.004202132,0.0005825189,0.0001865507,0.00008499937,0.03243778,0.00002748592,0.02407186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1245042,"threshold_uncertainty_score":0.2475591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01732943966912119,"score_gpt":0.2409237208737597,"score_spread":0.2235942812046385,"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."}}