{"id":"W2790926020","doi":"10.2172/1417284","title":"Safeguards Technology Development Program 1st Quarter FY 2018 Report","year":2018,"lang":"en","type":"report","venue":"","topic":"Radiation Detection and Scintillator Technologies","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scintillator; Liquid scintillation counting; Detector; Neutron detection; Quarter (Canadian coin); Computer science; Nuclear engineering; Engineering; Nuclear physics; Physics; Electrical engineering; Radiochemistry; Geography","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":[0.003261395,0.0006645939,0.0003170061,0.001403462,0.00136776,0.00181767,0.001214586,0.001104675,0.03578497],"category_scores_gemma":[0.002331351,0.0002425347,0.0003271302,0.0005193742,0.0004054655,0.001451118,0.0009123816,0.001041922,0.01863218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003245723,"about_ca_system_score_gemma":0.01018372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02478319,"about_ca_topic_score_gemma":0.03014784,"domain_scores_codex":[0.99737,0.000143173,0.00003270659,0.00009974049,0.002171931,0.0001823673],"domain_scores_gemma":[0.9979468,0.0001103165,0.0001119863,0.0001565914,0.001561965,0.0001124006],"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":[0.0007127012,0.000754844,0.00966721,0.0003066899,0.0000416972,0.0003161204,0.0002928642,0.005731414,0.03674675,0.02194922,0.6987352,0.2247453],"study_design_scores_gemma":[0.00008988692,0.0005210222,0.003554675,0.00008966723,0.00002125632,0.0001423103,0.0001941537,0.004061526,0.04514202,0.002115795,0.9440414,0.00002640391],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0476119,0.001085398,0.04963956,0.00754853,0.001573916,0.002285222,0.03950351,0.008150014,0.842602],"genre_scores_gemma":[0.1530996,0.00164039,0.054639,0.001687321,0.0001410323,0.001264171,0.05598487,0.001214398,0.7303292],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03578497,"threshold_uncertainty_score":0.1197127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02410168889007845,"score_gpt":0.3144352792036406,"score_spread":0.2903335903135621,"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."}}