{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001656046,0.0002400391,0.0001547765,0.001659977,0.0006271564,0.0006789057,0.0002835087,0.0001512835,0.001530158],"category_scores_gemma":[0.0002975409,0.00009131627,0.00009157613,0.001560068,0.0004309581,0.0005495632,0.0003468782,0.000229459,0.0002451656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002083618,"about_ca_system_score_gemma":0.002533545,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6573884,"about_ca_topic_score_gemma":0.9207016,"domain_scores_codex":[0.9998991,0.000005957459,0.000007674036,0.00002095848,0.00003074938,0.0000355718],"domain_scores_gemma":[0.9997414,0.00002596272,0.00006407417,0.00001095689,0.00009299489,0.00006466435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001452421,0.000034782,0.7446667,0.00109818,0.00005095416,0.0007458339,0.005055578,0.000385987,0.01617068,0.0004768546,0.002362747,0.2288065],"study_design_scores_gemma":[0.000001175408,0.00002303226,0.9881207,0.00009261876,0.00001489155,0.0004289155,0.001886269,0.00003955549,0.0002308617,0.00004568332,0.00911252,0.000003868666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9508612,0.03043767,0.0006889121,0.0005429153,0.00002634693,0.00003518263,0.001585569,0.00002053641,0.01580168],"genre_scores_gemma":[0.9636817,0.02628899,0.001857787,0.00023507,0.00002713731,0.00001693104,0.002023823,0.000004757609,0.00586387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3426116,"threshold_uncertainty_score":0.6892585,"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."}}