{"id":"W4230895963","doi":"10.3897/zookeys.179.2601","title":"New Coleoptera records from New Brunswick, Canada: Cerambycidae","year":2012,"lang":"en","type":"article","venue":"ZooKeys","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"Natural Resources Canada; Animal and Plant Health Inspection Service","keywords":"Longhorn beetle; Geography; Habitat; Zoology; Ecology; Biology; Archaeology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001888227,0.0003793146,0.0002394109,0.003512702,0.001701637,0.0006852386,0.0004366521,0.0001714531,0.005940337],"category_scores_gemma":[0.0004435695,0.0002084134,0.0001869333,0.003697254,0.0003891747,0.0002928874,0.000509782,0.0004297075,0.0005848442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008572689,"about_ca_system_score_gemma":0.009441198,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9785271,"about_ca_topic_score_gemma":0.9977502,"domain_scores_codex":[0.9998251,0.000006626927,0.00001888909,0.00002953115,0.00005886569,0.00006106051],"domain_scores_gemma":[0.9992143,0.00003662431,0.0001285436,0.00002473304,0.000475511,0.0001203171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002016726,0.00003523116,0.8984383,0.0004400123,0.00007915776,0.0008159822,0.003446831,0.0001675249,0.007060428,0.0002787728,0.0101716,0.07886448],"study_design_scores_gemma":[0.00001329558,0.00002076028,0.9791611,0.0001620762,0.00003475426,0.0003620763,0.001977447,0.00007788266,0.0003278573,0.00002104813,0.01782695,0.0000148874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9608004,0.005262312,0.000263635,0.0003261533,0.00005025481,0.000119694,0.01145733,0.00005415795,0.02166605],"genre_scores_gemma":[0.9687771,0.006305948,0.001193158,0.0003673857,0.00002170413,0.0001022748,0.01083728,0.00002325124,0.01237187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02147287,"threshold_uncertainty_score":0.06219947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007924820555392483,"score_gpt":0.1933178283043076,"score_spread":0.1853930077489152,"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."}}