{"id":"W4213058664","doi":"10.11646/zootaxa.5099.4.3","title":"Australian Melolonthini (Coleoptera: Scarabaeidae: Melolonthinae): a third species of Allothnonius Britton, 1978, and notes on the other known species","year":2022,"lang":"en","type":"article","venue":"Zootaxa","topic":"Scarabaeidae Beetle Taxonomy and Biogeography","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Museum of Nature","funders":"Commonwealth Scientific and Industrial Research Organisation","keywords":"Scarabaeidae; Biology; Genus; Identification key; Ecology; Zoology; Taxonomy (biology); Key (lock)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0007439696,0.0003096261,0.0003812368,0.000192929,0.0007066036,0.0001211393,0.0005975258,0.00008703762,0.008220955],"category_scores_gemma":[0.00008013003,0.0002107439,0.0002137573,0.0005225648,0.0005837501,0.0001508467,0.00008738547,0.0004292486,0.00008461808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009097094,"about_ca_system_score_gemma":0.00004972981,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007798611,"about_ca_topic_score_gemma":0.006447562,"domain_scores_codex":[0.9978185,0.0002875557,0.0003830982,0.0004661774,0.0005801721,0.0004645181],"domain_scores_gemma":[0.9985438,0.0006002972,0.0002452548,0.0004421357,0.00004726101,0.0001212504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003790954,0.0001365557,0.951359,0.00003719247,0.0002124568,0.00005172481,0.001676588,0.0003829582,0.00009199351,0.004529809,0.008066691,0.03307592],"study_design_scores_gemma":[0.0003020496,0.0004849385,0.5482634,0.00002344131,0.00003490568,0.00002308759,0.001154147,0.00007670266,0.001011175,0.0001602075,0.4481997,0.000266167],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9252372,0.00125255,0.000002850875,0.004971861,0.0004886502,0.0004443906,0.0005570982,0.00006928527,0.0669761],"genre_scores_gemma":[0.9962045,0.00009973597,0.0001860545,0.0008410716,0.0001969316,0.0000156091,0.00003233872,0.000007087913,0.002416692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.440133,"threshold_uncertainty_score":0.9988086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02799929596148767,"score_gpt":0.2091191572756675,"score_spread":0.1811198613141798,"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."}}