{"id":"W2105024274","doi":"10.11646/zootaxa.1248.1.5","title":"Understanding saproxylic beetles: new records of Tetratomidae, Melandryidae, Synchroidae, and Scraptiidae from the Maritime Provinces of Canada (Coleoptera: Tenebrionoidea)","year":2006,"lang":"en","type":"article","venue":"Zootaxa","topic":"Forest Ecology and Biodiversity Studies","field":"Agricultural and Biological Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Hospital","funders":"","keywords":"Bionomics; Fauna; Biology; Context (archaeology); Ecology; Nova scotia; Range (aeronautics); Biodiversity; Geography; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001124257,0.0001339544,0.0002481555,0.00001027654,0.0003229705,0.00002173269,0.0002113532,0.00008385832,0.0001474858],"category_scores_gemma":[0.0000395177,0.00005144359,0.00005273477,0.0001909371,0.0002244911,0.00007326488,0.00008958881,0.00009047748,0.000001507013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005955333,"about_ca_system_score_gemma":0.00008125789,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6917446,"about_ca_topic_score_gemma":0.9691605,"domain_scores_codex":[0.9991043,0.0000465124,0.0002376382,0.000218867,0.0001754452,0.0002172605],"domain_scores_gemma":[0.9993037,0.0003742013,0.0001819781,0.0000494661,0.00004134889,0.00004929396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000881301,0.00004563977,0.9774097,0.00001436998,0.00007377501,0.000006663533,0.00007374074,0.000003141762,0.001723058,0.001459046,0.01312094,0.005981816],"study_design_scores_gemma":[0.0002191699,0.0001628795,0.9889383,0.00003827638,0.00003766153,0.000001925453,0.001196235,0.00001247657,0.001166816,0.00193903,0.006154532,0.0001326984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933356,0.0008110297,0.00000281749,0.001296543,0.00008850094,0.0001844119,0.0001572045,0.0000145004,0.004109382],"genre_scores_gemma":[0.9988819,0.00008249421,0.00008027369,0.00009744467,0.0001120997,0.000002363972,0.00002240742,6.870466e-7,0.0007203078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2774159,"threshold_uncertainty_score":0.3103081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02164142702687066,"score_gpt":0.1737126765173536,"score_spread":0.1520712494904829,"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."}}