{"id":"W6892451737","doi":"10.5281/zenodo.10166468","title":"Aphis pilicornis Hartig 1841","year":2023,"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":"Agriculture and Agri-Food Canada","funders":"","keywords":"Alate; Aphis; Key (lock); Genus; clone (Java method)","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":[0.0003840844,0.0001158195,0.0001179819,0.00005007433,0.002301871,0.000516977,0.0006408858,0.00004214053,0.01376784],"category_scores_gemma":[0.0003444797,0.0000596712,0.00006334654,0.001097499,0.000113071,0.0001505886,0.001056981,0.0001383309,0.02449077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004892385,"about_ca_system_score_gemma":5.997511e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003411969,"about_ca_topic_score_gemma":0.000006691061,"domain_scores_codex":[0.9986476,0.0001576248,0.000165688,0.0003516573,0.0002938042,0.0003835918],"domain_scores_gemma":[0.9993758,0.00004689506,0.00005181157,0.0001193242,0.0002752707,0.0001309597],"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":[0.00002125109,0.00004559391,0.00006293647,0.00000860084,0.00001836743,0.000009983824,0.0003650096,0.000004849954,0.01010903,0.000183035,0.07718397,0.9119874],"study_design_scores_gemma":[0.0001160623,0.0001851868,0.1615901,0.00000982296,0.000005357825,0.00001562612,0.0004622166,0.00006712898,0.0003844202,0.0001625601,0.8368634,0.0001381002],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.305906,0.00006683638,0.00001398943,0.005427889,0.0001411694,0.0003913402,0.0002476961,0.002429362,0.6853757],"genre_scores_gemma":[0.9976937,0.00009309133,0.00001415485,0.0001760411,0.0002342521,7.05416e-8,0.0008540634,0.00005929913,0.0008752905],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9118493,"threshold_uncertainty_score":0.998997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04859878290534392,"score_gpt":0.2285857211502991,"score_spread":0.1799869382449552,"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."}}