{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001384361,0.001066517,0.0005585473,0.001238575,0.001542823,0.003666991,0.001966206,0.002279166,0.5028731],"category_scores_gemma":[0.003404906,0.0003090306,0.0007680836,0.001110554,0.000649937,0.001749151,0.002139894,0.001652485,0.3692807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001678223,"about_ca_system_score_gemma":0.002815376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004692338,"about_ca_topic_score_gemma":0.004249634,"domain_scores_codex":[0.998804,0.0001455723,0.00006349098,0.0003416632,0.0004878756,0.0001575012],"domain_scores_gemma":[0.9986093,0.0001502364,0.00007771867,0.0001812614,0.0006553762,0.0003260528],"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":[0.000190184,0.0001596101,0.00229991,0.0006845464,0.0000171441,0.0004068193,0.0004713331,0.0001995507,0.001902183,0.02117881,0.6604401,0.3120498],"study_design_scores_gemma":[0.000006797507,0.0000310559,0.0009512049,0.0001660937,0.000004711159,0.0002045306,0.0001008086,0.00003269899,0.0002445491,0.001963052,0.9962865,0.000007928899],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006467103,0.008165292,0.0160873,0.01833966,0.01184112,0.001039116,0.03059489,0.004180661,0.9032848],"genre_scores_gemma":[0.02640024,0.006389438,0.009495038,0.009076954,0.002115683,0.0007057882,0.02277403,0.0009836622,0.9220591],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4971269,"threshold_uncertainty_score":0.7090912,"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."}}