{"id":"W2124359082","doi":"10.3897/zookeys.179.2466","title":"New Coleoptera records from New Brunswick, Canada: Sphindidae, Erotylidae, Monotomidae, and Cryptophagidae","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; Canadian Forest Service; Animal and Plant Health Inspection Service; Fonds en Fiducie pour la Faune du Nouveau-Brunswick","keywords":"Geography; Nearctic ecozone; Zoology; French horn; Ecology; Taxonomy (biology); Biology","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":[0.0001129767,0.0002323007,0.0002413026,0.00001041458,0.0002139669,0.0001136262,0.0002032389,0.0001339969,0.004406722],"category_scores_gemma":[0.00004974846,0.0001139415,0.00006479966,0.0001904595,0.00002665832,0.0003311108,0.00009867831,0.0001603848,0.0001222712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00012716,"about_ca_system_score_gemma":0.0004449052,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9823436,"about_ca_topic_score_gemma":0.9845405,"domain_scores_codex":[0.9986396,0.00005423688,0.0002626322,0.0003263861,0.0002177523,0.0004993888],"domain_scores_gemma":[0.9987932,0.0001746693,0.0001064374,0.00009668781,0.00002915703,0.0007998392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004711485,0.00002833638,0.8552369,0.000002169172,0.00001623366,0.000003640998,0.000072342,0.000001310255,0.00008702849,0.0005396869,0.01178722,0.132178],"study_design_scores_gemma":[0.0002747252,0.00005006972,0.8333904,0.00001171794,0.00001831202,0.000002692099,0.0001012093,0.00001823939,0.001140913,0.0003561443,0.1643911,0.0002445599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891027,0.001061542,0.0001954228,0.001216198,0.0003480192,0.000274211,0.00004624072,0.00006807484,0.007687546],"genre_scores_gemma":[0.9954728,0.00004332,0.0005516728,0.0008226873,0.001449989,0.000006047872,0.0001675629,8.796937e-7,0.001485033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1526038,"threshold_uncertainty_score":0.9965034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01291399641976391,"score_gpt":0.1897407109055107,"score_spread":0.1768267144857468,"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."}}