{"id":"W6950840156","doi":"10.5281/zenodo.8135390","title":"Rosalba strandi","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":"","funders":"","keywords":"Dorsum; Population; Quarter (Canadian coin)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003468156,0.00009435781,0.0000976169,0.00003575629,0.001915464,0.0004335382,0.000536734,0.00003702997,0.009799164],"category_scores_gemma":[0.0002046154,0.00004682838,0.00004956465,0.0008393925,0.0000812458,0.0001176585,0.0007192059,0.0001199241,0.01338898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003598517,"about_ca_system_score_gemma":4.440845e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003495822,"about_ca_topic_score_gemma":0.000006074396,"domain_scores_codex":[0.9988864,0.0001233722,0.0001350984,0.0002808643,0.000250036,0.0003242494],"domain_scores_gemma":[0.9995494,0.00003878169,0.00003846101,0.00008674466,0.0001871449,0.00009939231],"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":[0.00002000686,0.00003307182,0.00003249383,0.000007383911,0.00001530303,0.000008839253,0.0003109867,0.000006001333,0.006363301,0.0001890522,0.03765986,0.9553537],"study_design_scores_gemma":[0.0001452239,0.0001868454,0.2038945,0.000009326078,0.000004687531,0.00001588284,0.0004437405,0.00007031061,0.0003011416,0.0002405687,0.7945599,0.0001278461],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3363085,0.000051559,0.00001966151,0.003615403,0.0001256501,0.0003484392,0.0002603027,0.002235511,0.657035],"genre_scores_gemma":[0.9980048,0.00008498535,0.00001356482,0.00009496471,0.0001968772,3.310715e-8,0.001037153,0.0000482086,0.0005194071],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9552259,"threshold_uncertainty_score":0.9993839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04501884488412402,"score_gpt":0.2323121664677127,"score_spread":0.1872933215835886,"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."}}