{"id":"W6961257867","doi":"10.1371/journal.pone.0269743.s005","title":"Respondent ethnicity.","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Genetic and Environmental Crop Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Respondent; Population; Census; Chose; Sample (material)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001961196,0.0004677972,0.0003427972,0.001438336,0.001311121,0.0009833314,0.0006542818,0.0006272992,0.3197281],"category_scores_gemma":[0.01040198,0.0003439334,0.0002902115,0.002090477,0.000197407,0.00102279,0.001384273,0.0009998879,0.1609204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001270327,"about_ca_system_score_gemma":0.00197385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03134422,"about_ca_topic_score_gemma":0.05101015,"domain_scores_codex":[0.998637,0.0003336312,0.000172933,0.0001353505,0.0004301316,0.000290894],"domain_scores_gemma":[0.9953346,0.0007131443,0.000330238,0.0003722307,0.002823483,0.0004263835],"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":[0.00005282075,0.00003954277,0.003344521,0.0002397152,0.000003266724,0.00002626165,0.0008075919,0.00001913081,0.0001667161,0.0007587572,0.9608423,0.03369938],"study_design_scores_gemma":[0.0000578118,0.00002777986,0.03489325,0.0004001481,0.000007338353,0.00009510606,0.003479283,0.00009131679,0.0003511411,0.0006395797,0.9599362,0.0000210849],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01560571,0.0004263392,0.001728085,0.003904473,0.0008199036,0.003694697,0.7169728,0.001013854,0.2558342],"genre_scores_gemma":[0.07643652,0.001827806,0.009127632,0.009046578,0.0003142784,0.02915867,0.3076051,0.00129781,0.5651855],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6802719,"threshold_uncertainty_score":0.9703252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0482325056801587,"score_gpt":0.2094153854367143,"score_spread":0.1611828797565556,"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."}}