{"id":"W6912305193","doi":"10.5281/zenodo.15388958","title":"Alluaudomyia Kieffer 1913","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Phytoplasmas and Hemiptera pathogens","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal British Columbia Museum","funders":"","keywords":"China; Genus; Statistical analysis; Identification (biology)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001086976,0.0007579059,0.0003516511,0.001377039,0.001592184,0.0005380049,0.0005643836,0.0004863924,0.006397777],"category_scores_gemma":[0.0004508658,0.0001912512,0.0001955891,0.0005985977,0.0004917092,0.001220991,0.00117213,0.0004076052,0.001186479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007649321,"about_ca_system_score_gemma":0.0004739253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005872656,"about_ca_topic_score_gemma":0.01001101,"domain_scores_codex":[0.9998679,0.00001380052,0.00001199963,0.00003408152,0.00003237982,0.00003972922],"domain_scores_gemma":[0.9999064,0.00001936531,0.00002553276,0.00001043462,0.0000199548,0.00001832158],"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":[0.0006087492,0.0001792071,0.06071716,0.001201124,0.0001206293,0.004088771,0.002162777,0.00208733,0.03972723,0.01594316,0.02429994,0.8488639],"study_design_scores_gemma":[0.00008233192,0.0002748643,0.2092698,0.0007409781,0.0001331298,0.008794136,0.001824567,0.001908603,0.008860126,0.005849784,0.7621943,0.0000673451],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6275123,0.05049533,0.01678123,0.001050031,0.002432128,0.0004202535,0.002804201,0.0008205258,0.297684],"genre_scores_gemma":[0.9546514,0.005954102,0.002749847,0.0004626293,0.0002360505,0.00010163,0.0009489522,0.00001953257,0.03487588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006397777,"threshold_uncertainty_score":0.02140272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.025510380552996,"score_gpt":0.2222492898137432,"score_spread":0.1967389092607472,"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."}}