{"id":"W7007610989","doi":"","title":"ALARA implementation throughout project life cycle","year":2018,"lang":"en","type":"other","venue":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Radiation protection; Phase (matter); Unit (ring theory); Nuclear technology; Nuclear industry; Nuclear power","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":[0.02395365,0.0006164467,0.0003028735,0.001802785,0.002103793,0.003769523,0.002966618,0.001324354,0.02724906],"category_scores_gemma":[0.01926789,0.0006454401,0.000606154,0.0009535685,0.0006912068,0.002195494,0.004262973,0.00139444,0.01407348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003649989,"about_ca_system_score_gemma":0.01383691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01044759,"about_ca_topic_score_gemma":0.01787812,"domain_scores_codex":[0.9839679,0.005240994,0.0006597142,0.001236964,0.007046944,0.001847504],"domain_scores_gemma":[0.9754792,0.001600213,0.001352099,0.003677498,0.01577998,0.002110954],"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":[0.0004168713,0.001128276,0.01583151,0.0005956359,0.00004937322,0.0002748281,0.003634132,0.003517095,0.0117084,0.02274475,0.1077015,0.8323976],"study_design_scores_gemma":[0.00009228426,0.001578578,0.03073658,0.0003927847,0.00002961816,0.000355145,0.001549953,0.002396841,0.007139379,0.002250131,0.95341,0.0000687377],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1379073,0.001223111,0.1076374,0.01006323,0.0009376259,0.00793993,0.002722031,0.01614469,0.7154247],"genre_scores_gemma":[0.4227402,0.0007248496,0.138092,0.002625322,0.0001922396,0.005996671,0.00392057,0.002210719,0.4234974],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02724906,"threshold_uncertainty_score":0.1266805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01892246778240505,"score_gpt":0.2946536488792253,"score_spread":0.2757311810968203,"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."}}