{"id":"W6892542786","doi":"10.5281/zenodo.10166489","title":"Aphis spinarum Hartig 1841","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Research on scale insects","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Aphis; Prunus; Aphid; Host (biology); Loranthaceae","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008705386,0.0001172037,0.0001177223,0.00008091169,0.002211451,0.0007620637,0.001110248,0.00006544435,0.02259971],"category_scores_gemma":[0.0007505738,0.00005986363,0.00007130892,0.001657263,0.0001490105,0.0002422408,0.001150169,0.0002247167,0.04887917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006487457,"about_ca_system_score_gemma":0.000001257088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003488089,"about_ca_topic_score_gemma":0.000002526901,"domain_scores_codex":[0.9979768,0.0003081679,0.0001880534,0.000412211,0.0005483503,0.0005663812],"domain_scores_gemma":[0.9991238,0.00005713237,0.0000542906,0.000166914,0.0003320409,0.0002658273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000439845,0.00007364678,0.00002743121,0.00001409687,0.00001768764,0.00004122089,0.0001741574,0.00000830131,0.197302,0.001135727,0.4561959,0.3449658],"study_design_scores_gemma":[0.000129801,0.0002915261,0.01962152,0.00001208852,0.000002589701,0.00003430573,0.000216854,0.0002005785,0.001693349,0.0003454621,0.9773113,0.0001406941],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8893805,0.00005582185,0.00002984547,0.008014008,0.0001238959,0.0004977884,0.0002530737,0.002543544,0.09910154],"genre_scores_gemma":[0.9945725,0.0001123848,0.00002345881,0.0001824699,0.0002914549,8.226463e-8,0.001413021,0.00009711141,0.003307495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5211153,"threshold_uncertainty_score":0.9990875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06738383098896324,"score_gpt":0.2532390251820039,"score_spread":0.1858551941930407,"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."}}