{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001251,0.0003803659,0.0001361082,0.001075621,0.00136879,0.0002349897,0.0002009848,0.0002618538,0.02328905],"category_scores_gemma":[0.0004397972,0.0001912926,0.00008601762,0.0004815719,0.0003044768,0.000425333,0.0008203905,0.0002031091,0.003879942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000268864,"about_ca_system_score_gemma":0.000265938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01027502,"about_ca_topic_score_gemma":0.04436973,"domain_scores_codex":[0.9999022,0.00001887416,0.000006888896,0.00003483861,0.0000235338,0.00001360306],"domain_scores_gemma":[0.9997651,0.00004550959,0.00009610639,0.0000228001,0.00004666441,0.00002381649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008152104,0.0002608227,0.2014856,0.001627786,0.0001125726,0.002492199,0.005360887,0.0006647522,0.07644931,0.009831125,0.02833103,0.6725686],"study_design_scores_gemma":[0.00003852339,0.000232628,0.5781916,0.0006305593,0.0001264142,0.008009963,0.00209089,0.0006234415,0.003428799,0.001556597,0.4050413,0.00002924069],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6900726,0.007352677,0.003705478,0.0005034615,0.0001442326,0.0002276367,0.003613985,0.000723918,0.2936561],"genre_scores_gemma":[0.9556458,0.002211188,0.003732854,0.0003300864,0.00007803487,0.0001239323,0.001448321,0.00004894585,0.03638082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02328905,"threshold_uncertainty_score":0.07790965,"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."}}