{"id":"W409867246","doi":"10.22621/cfn.v119i1.85","title":"New Distribution Records and Biogeography of &lt;em&gt;Calligrapha&lt;/em&gt; Species (Leaf Beetles), in North America (Coleoptera: Chrysomelidae, Chrysomelinae)","year":2005,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Vanderbilt University; Smithsonian Institution","keywords":"Zoogeography; Nearctic ecozone; Genus; Taxon; Biogeography; Geography; Biology; Distribution (mathematics); Ecology; Zoology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0002670629,0.0001620194,0.0001605319,0.002844328,0.0007063265,0.0005537357,0.000285823,0.0001725558,0.001404261],"category_scores_gemma":[0.0005241313,0.0002001075,0.00009160041,0.002471364,0.0006283195,0.0007112487,0.0004403575,0.0003612727,0.0001652675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001132639,"about_ca_system_score_gemma":0.0007173698,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2952263,"about_ca_topic_score_gemma":0.7330818,"domain_scores_codex":[0.9998239,0.00001250963,0.0000167945,0.00007016788,0.00005534277,0.00002133487],"domain_scores_gemma":[0.9990469,0.00009406321,0.000352675,0.00007113793,0.00031827,0.0001170423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001200741,0.00003588113,0.86467,0.0003738262,0.00007400344,0.000206765,0.01048061,0.0001403458,0.008156223,0.0003138822,0.003193989,0.1122343],"study_design_scores_gemma":[0.000001020623,0.000006417725,0.9967284,0.00001270492,0.00001175981,0.0001644555,0.0004581916,0.00002953156,0.00007366535,0.00001260612,0.002497523,0.000003585808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990146,0.003924619,0.0002875708,0.0001147702,0.00000963164,0.00001506587,0.001714718,0.00002735582,0.003760219],"genre_scores_gemma":[0.993754,0.002184999,0.001105793,0.00005850278,0.00001540583,0.00001549766,0.00190751,0.000008103201,0.0009503382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7047737,"threshold_uncertainty_score":0.5870158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01123307223021609,"score_gpt":0.1958105434009241,"score_spread":0.184577471170708,"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."}}