{"id":"W2330188259","doi":"10.3897/zookeys.573.8022","title":"Checklist of the Coleoptera of New Brunswick, Canada","year":2016,"lang":"en","type":"article","venue":"ZooKeys","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Holarctic; Checklist; Fauna; Geography; Ecology; Biology; Genus; Paleontology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004314766,0.00004697665,0.00007876867,0.000001453197,0.00003745355,0.000003534204,0.0001603676,0.00002581671,0.0006508354],"category_scores_gemma":[0.00003398044,0.00001147952,0.00004899373,0.00009344183,0.00003889003,0.00002997576,0.00003698199,0.00001987366,0.000004122046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002596683,"about_ca_system_score_gemma":0.0002029324,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8546152,"about_ca_topic_score_gemma":0.9811809,"domain_scores_codex":[0.9995781,0.00001827939,0.0001276211,0.00007612241,0.0001105078,0.00008940871],"domain_scores_gemma":[0.999728,0.00006287445,0.00008477298,0.00004895522,0.00003642787,0.00003893979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001897118,0.00002335103,0.8845791,0.000004010162,0.000006175658,3.270496e-7,0.00001129494,4.797326e-7,0.009378006,0.002599143,0.003449462,0.09992965],"study_design_scores_gemma":[0.00008559797,0.00002856042,0.8888883,0.00002240672,0.000003618093,3.01967e-7,0.00002268098,8.621936e-7,0.05076905,0.0001098251,0.06003025,0.00003856575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910677,0.00003403075,0.00001010101,0.00199874,0.00009647905,0.00007264439,0.00002448386,0.000004265195,0.006691569],"genre_scores_gemma":[0.9985562,0.00000348788,0.000006516035,0.00008418119,0.00005952258,7.010735e-7,0.000002828807,7.108537e-8,0.001286478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1265658,"threshold_uncertainty_score":0.7126191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01188289932857424,"score_gpt":0.1817917874523467,"score_spread":0.1699088881237724,"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."}}