{"id":"W6912825076","doi":"10.5281/zenodo.6533551","title":"Auplopus associatus","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Hymenoptera taxonomy and phylogeny","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Willow Biosciences (Canada)","funders":"","keywords":"Camouflage; Falling (accident); Reflectivity; Genus","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":[0.0004746107,0.00007437619,0.00007882054,0.00002024358,0.004696456,0.0002745652,0.0007098055,0.00002493332,0.06891108],"category_scores_gemma":[0.00009190881,0.00004139289,0.00004591761,0.0004190115,0.00003799067,0.00008086316,0.00102039,0.0002117685,0.002437006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001026069,"about_ca_system_score_gemma":7.379068e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003025031,"about_ca_topic_score_gemma":8.833814e-7,"domain_scores_codex":[0.9987832,0.0003332822,0.0001218061,0.0002398931,0.0002539314,0.0002679338],"domain_scores_gemma":[0.9996383,0.00002716689,0.00006082099,0.00007711499,0.00009631213,0.0001003166],"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":[0.0000583113,0.0002415632,0.00008315514,0.000005686747,0.00003256328,0.00001581408,0.0005293013,0.00002751885,0.05339264,0.003153901,0.188017,0.7544425],"study_design_scores_gemma":[0.00009853461,0.0002734657,0.003752131,0.000001282444,0.000003566649,0.00003371558,0.0002745066,0.00002676581,0.000190063,0.0001752097,0.9950673,0.0001034673],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8263952,0.00009223726,0.00002042079,0.001913313,0.0001589116,0.0003081576,0.0006523371,0.0006390489,0.1698203],"genre_scores_gemma":[0.9970081,0.0000106856,0.00002334895,0.0003205446,0.0001581632,7.119009e-8,0.001415227,0.00003486096,0.001028978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8070503,"threshold_uncertainty_score":0.9983397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03700463956935535,"score_gpt":0.2046965355825866,"score_spread":0.1676918960132313,"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."}}