{"id":"W2790856140","doi":"10.2172/1424634","title":"2012 Canadian RDD Field Trials: Quick Summary for DOE Modelers","year":2018,"lang":"en","type":"report","venue":"","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Explosive material; Detonation; Deposition (geology); Dispersion (optics); Nuclear engineering; Environmental science; Engineering; Geography; Physics; Archaeology; Geology; Optics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006160889,0.0003817702,0.0007539431,0.0002384376,0.00005456551,0.00007554345,0.0002402792,0.0004956825,0.0005580412],"category_scores_gemma":[0.0001377744,0.0003616842,0.000328154,0.0001012568,0.00001074713,0.0001368033,0.00002273387,0.0003311498,0.00007254488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005021103,"about_ca_system_score_gemma":0.0004950335,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06033013,"about_ca_topic_score_gemma":0.05613998,"domain_scores_codex":[0.9983892,0.000008949576,0.0004983044,0.0002595562,0.0002552959,0.000588666],"domain_scores_gemma":[0.9988581,0.0001730926,0.00005988689,0.0004157849,0.0001497748,0.0003433412],"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":[0.000003621412,0.000003500921,0.00000200876,0.0003495635,0.0002442267,0.000003172436,0.00002040044,0.002139004,0.00008931026,0.0003231546,0.9855207,0.01130139],"study_design_scores_gemma":[0.0001349943,0.00002959266,0.000003861554,0.0001178114,0.0000801553,0.000003504223,0.000009387187,0.02447981,0.0001235369,0.000145793,0.9744122,0.0004593802],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.000199326,0.002000399,0.01577895,0.00009696515,0.009443349,0.0008358659,0.0005276631,0.0006523583,0.9704651],"genre_scores_gemma":[0.5073465,0.03404307,0.02475515,0.001445958,0.08916269,0.001671451,0.007140713,0.006548064,0.3278864],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6425787,"threshold_uncertainty_score":0.9998835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0730782077836907,"score_gpt":0.2879761766563498,"score_spread":0.2148979688726591,"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."}}