{"id":"W4400392342","doi":"","title":"Comparing Legacy Waste Management to Advanced Reactor Waste Management","year":2024,"lang":"en","type":"article","venue":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","topic":"Graphite, nuclear technology, radiation studies","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Battelle; U.S. Department of Energy","keywords":"Waste management; Environmental science; Business; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.007378076,0.0006037284,0.0006003776,0.004065098,0.001167885,0.006510268,0.001741383,0.0009674965,0.003595165],"category_scores_gemma":[0.008713653,0.0002293831,0.0007799541,0.004871935,0.002268684,0.004164488,0.002268771,0.0009890316,0.0003816579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01554026,"about_ca_system_score_gemma":0.005780523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1005404,"about_ca_topic_score_gemma":0.1680565,"domain_scores_codex":[0.9941736,0.001655485,0.0001741223,0.0004613217,0.002794182,0.0007413164],"domain_scores_gemma":[0.9929652,0.002337643,0.000561639,0.0004337895,0.003222441,0.000479292],"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":[0.00344524,0.001525931,0.08811618,0.00200547,0.0006063075,0.0004033686,0.001799741,0.07362881,0.005312422,0.1544485,0.01164451,0.6570636],"study_design_scores_gemma":[0.0007164783,0.0128698,0.2969476,0.002709888,0.00116724,0.0005968785,0.02745292,0.1646003,0.04028776,0.1342306,0.3180168,0.0004038131],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7021335,0.02657554,0.03325059,0.005438351,0.0006033746,0.0006619216,0.001040492,0.000261449,0.2300347],"genre_scores_gemma":[0.9641114,0.006697753,0.01620202,0.0007468125,0.0001253116,0.00009367935,0.0007457925,0.0001301999,0.01114705],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1005404,"threshold_uncertainty_score":0.1999105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01417969165338833,"score_gpt":0.2399647842466997,"score_spread":0.2257850925933113,"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."}}