{"id":"W6949830695","doi":"10.5281/zenodo.6952248","title":"Ephialtes duplicauda Heinrich 1949","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coleoptera: Cerambycidae studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Holarctic; Nearctic ecozone; Entomology; Parasitism; Pinus <genus>","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001031692,0.0004942286,0.0003695898,0.001145411,0.001597707,0.0003745311,0.0004832284,0.0004593073,0.01214123],"category_scores_gemma":[0.0003615415,0.0002493542,0.0001353736,0.0006306443,0.0008148635,0.0008910686,0.0008207583,0.0004849945,0.003905582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006663536,"about_ca_system_score_gemma":0.0002586034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004559623,"about_ca_topic_score_gemma":0.0108669,"domain_scores_codex":[0.9997594,0.00001647698,0.000021053,0.0000908872,0.00007715386,0.00003504281],"domain_scores_gemma":[0.9998969,0.00001714623,0.0000376113,0.00001281233,0.00002813847,0.000007340401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003326061,0.00009503209,0.01886077,0.0009980715,0.00008431076,0.002645124,0.002473603,0.001157092,0.03573876,0.0194245,0.02403341,0.8941568],"study_design_scores_gemma":[0.00005596437,0.000307058,0.1737715,0.0007316941,0.0001531931,0.012702,0.00127127,0.0006719155,0.01010248,0.003987652,0.7962021,0.00004320972],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4045326,0.0221434,0.009958182,0.000805978,0.0005779554,0.0004722145,0.004362019,0.0004072778,0.5567405],"genre_scores_gemma":[0.9223205,0.005038662,0.006117782,0.0003438088,0.0001943594,0.0001321697,0.001712016,0.00003747652,0.06410322],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01214123,"threshold_uncertainty_score":0.04061645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03005791354599636,"score_gpt":0.2156788164243477,"score_spread":0.1856209028783514,"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."}}