{"id":"W2000130668","doi":"10.3897/zookeys.179.2465","title":"New Coleoptera records from New Brunswick, Canada: Tenebrionidae and Zopheridae","year":2012,"lang":"en","type":"article","venue":"ZooKeys","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"Natural Resources Canada; Animal and Plant Health Inspection Service; Fonds en Fiducie pour la Faune du Nouveau-Brunswick","keywords":"Geography; Habitat; Ecology; Biology; Zoology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005872891,0.0001291699,0.0001369642,0.000003370758,0.0001336211,0.0000643893,0.0001086923,0.0000740958,0.003057937],"category_scores_gemma":[0.00002297391,0.00005807634,0.00003664508,0.0001075905,0.00001490781,0.0001857728,0.0000547069,0.00008165991,0.00007404565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006938929,"about_ca_system_score_gemma":0.0002610519,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9892483,"about_ca_topic_score_gemma":0.9948071,"domain_scores_codex":[0.9992028,0.00002928645,0.0001474135,0.0001906006,0.000128685,0.0003012167],"domain_scores_gemma":[0.9993802,0.00009064063,0.00005543183,0.00005206375,0.0000191818,0.0004024736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000193884,0.00001423295,0.773544,9.250825e-7,0.000007480924,0.000001405525,0.00002782045,2.767882e-7,0.0001736064,0.0002672213,0.01239685,0.2135468],"study_design_scores_gemma":[0.0001210121,0.00003495592,0.7915329,0.000008318507,0.000009452884,0.000001478019,0.00006247454,0.000005755143,0.0006203098,0.0001421524,0.2073288,0.0001323574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907562,0.000904515,0.00008950847,0.001420507,0.0003814281,0.0001157358,0.00002075216,0.00003749312,0.006273896],"genre_scores_gemma":[0.9962372,0.00003036725,0.0003552844,0.0005453677,0.001231949,0.000001948541,0.00009862608,3.561747e-7,0.001498866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2134144,"threshold_uncertainty_score":0.9978534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01370978209485867,"score_gpt":0.184649050479531,"score_spread":0.1709392683846723,"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."}}