{"id":"W4393689549","doi":"10.5281/zenodo.8189450","title":"OpenAlex Authors and Affiliations, V2","year":2023,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Data Quality and Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"OpenAlex","funders":"","keywords":"Geology","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":["metaresearch","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007100963,0.0002326694,0.000327366,0.0008825361,0.002560531,0.004735184,0.003752851,0.0001601664,0.01696599],"category_scores_gemma":[0.01085518,0.0002149021,0.00007525585,0.001488714,0.0002579899,0.0004888399,0.007234422,0.000470555,0.1766652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009645036,"about_ca_system_score_gemma":0.000007275451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001362992,"about_ca_topic_score_gemma":0.00001041906,"domain_scores_codex":[0.9951215,0.001126566,0.0006774353,0.0009872075,0.001673896,0.000413418],"domain_scores_gemma":[0.9969021,0.0002606575,0.0003459271,0.001561315,0.0006473633,0.000282621],"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":[0.00001746826,0.00005770009,1.034163e-7,0.00005319847,0.00003878996,0.00002097491,0.0001200794,0.000009897542,0.000004404638,0.00142211,0.9553455,0.0429098],"study_design_scores_gemma":[0.0002273966,0.00009725394,0.0001501701,0.00003625883,0.0000296973,0.00002078974,0.0005557046,0.00006501376,0.000001943739,0.0013788,0.9971994,0.0002376229],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002938972,0.00006292353,0.0005677351,0.002404759,0.0004129152,0.0005470773,0.9867899,0.0004590801,0.008726179],"genre_scores_gemma":[0.00004939324,0.00055225,0.00009435948,0.0003501936,0.0001762854,8.248345e-8,0.9883012,0.0006333921,0.009842823],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1596993,"threshold_uncertainty_score":0.998738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2212478876044484,"score_gpt":0.3903120854090305,"score_spread":0.1690641978045821,"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."}}