{"id":"W4376454689","doi":"10.2172/1972833","title":"Semi-Annual Report for Horizontal Compact High Temperature Gas Reactor (HC-HTGR) Development during Performance Period October 2022-March 2023","year":2023,"lang":"en","type":"report","venue":"","topic":"Radioactive contamination and transfer","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cascades (Canada)","funders":"Argonne National Laboratory; Office of Nuclear Energy; University of Chicago; U.S. Department of Energy","keywords":"Nuclear engineering; Environmental science; Period (music); Engineering; Physics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001125856,0.0008033978,0.0008731053,0.0002389465,0.0005633803,0.0001316118,0.0005152293,0.0006318567,0.00556619],"category_scores_gemma":[0.0001568321,0.0007028584,0.0003482716,0.0005242473,0.0001900031,0.0005147237,0.0002000566,0.0009520851,0.0008303726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002957151,"about_ca_system_score_gemma":0.000745853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008917389,"about_ca_topic_score_gemma":0.001499891,"domain_scores_codex":[0.9943017,0.00006027758,0.001092437,0.001452041,0.002155246,0.0009383273],"domain_scores_gemma":[0.9983031,0.0001063195,0.0003265026,0.0006816256,0.0002294286,0.000353008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0009266315,0.001299339,0.1892744,0.002531212,0.002530635,0.004665462,0.003663741,0.0003322656,0.09927029,0.00004584566,0.671509,0.0239512],"study_design_scores_gemma":[0.0008157011,0.0001522942,0.5816693,0.0001868313,0.00008990816,0.0008466499,0.0003217992,0.00003415587,0.01001798,0.000002925861,0.4047623,0.001100193],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9465258,0.0000731621,0.00006200229,0.0004949677,0.002790625,0.001833834,0.0005922953,0.0003122803,0.04731506],"genre_scores_gemma":[0.6490584,0.0004946637,0.0002872831,0.00004258147,0.0006362906,0.0003519132,0.003055177,0.0001920713,0.3458816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3923949,"threshold_uncertainty_score":0.9999476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02353091118427439,"score_gpt":0.2761849929682213,"score_spread":0.2526540817839469,"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."}}