{"id":"W4316810198","doi":"10.1017/rdc.2022.98","title":"INTRODUCTION","year":2022,"lang":"en","type":"article","venue":"Radiocarbon","topic":"Nutrition, Health, and Society Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Environment Research Council; Queen's University; University of Cambridge; Australian Nuclear Science and Technology Organisation; Aarhus Universitet","keywords":"Content (measure theory); Radiochemistry; Environmental science; Chemistry; Mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001623069,0.00004458015,0.00006853477,0.000003222207,0.0005766519,0.000008490788,0.00006870901,0.00001525387,0.0005146659],"category_scores_gemma":[0.000008460946,0.00001872689,0.00004692945,0.0001962347,0.00001893243,0.00002528863,0.00003120421,0.00009187412,0.000007476641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006057905,"about_ca_system_score_gemma":0.000002982667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001303293,"about_ca_topic_score_gemma":0.00003898143,"domain_scores_codex":[0.9994526,0.00006189157,0.00007514187,0.0001411643,0.0001398963,0.0001293135],"domain_scores_gemma":[0.999878,0.00003119789,0.00002437617,0.00002469051,0.00001291237,0.00002884604],"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":[0.00008717791,0.0004856527,0.02455866,0.00002621312,0.00005653027,0.000007941579,0.001659578,0.00006395904,0.1159251,0.007733976,0.7619074,0.08748779],"study_design_scores_gemma":[0.00008847612,0.000232556,0.05748528,7.187021e-7,0.00000476313,0.00001105164,0.001374083,0.00004245256,0.000167943,0.0009557998,0.9395484,0.00008852909],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9706256,0.0007529631,5.538159e-7,0.02648355,0.0005340269,0.00009316146,0.00001213644,0.00007253104,0.001425524],"genre_scores_gemma":[0.9963497,0.0002410695,0.00002407827,0.0005125258,0.001972877,0.00003705335,0.00003860703,3.5131e-7,0.0008237541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1776409,"threshold_uncertainty_score":0.5635231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01017702807967222,"score_gpt":0.1943282026619212,"score_spread":0.1841511745822489,"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."}}