{"id":"W2601643449","doi":"","title":"Nuclear waste deposition: a quarter-scale tunnel backfill test","year":2012,"lang":"en","type":"article","venue":"Aaltodoc (Aalto University)","topic":"Nuclear and radioactivity studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Deposition (geology); Radioactive waste; Scale (ratio); Quarter (Canadian coin); Test (biology); Environmental science; Waste management; Engineering; Forensic engineering; Geology; Physics; Archaeology","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":[],"consensus_categories":[],"category_scores_codex":[0.00005498023,0.00019007,0.0002041446,0.0001726128,0.0002476879,0.00002546026,0.0001778144,0.00009332862,0.0001721175],"category_scores_gemma":[0.000006784021,0.0002128612,0.0001080849,0.0003359604,0.00007055124,0.0005936836,0.0000711812,0.0001938765,0.0006591139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001539782,"about_ca_system_score_gemma":0.000006552691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003273565,"about_ca_topic_score_gemma":0.00004477069,"domain_scores_codex":[0.9991169,0.0000264654,0.0001022405,0.0001642575,0.0001318914,0.0004582183],"domain_scores_gemma":[0.9994298,0.00007034037,0.00002560509,0.0002350948,0.00002946627,0.0002097415],"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":[0.000434686,0.00326824,0.08850515,0.001502756,0.002477761,0.0008918349,0.04209387,0.004604338,0.1610444,0.02349791,0.6388369,0.03284211],"study_design_scores_gemma":[0.002308773,0.0003817488,0.03523899,0.000147723,0.000354258,0.0001940877,0.01629946,0.005212796,0.005380305,0.00004818053,0.9326848,0.001748813],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7539827,0.0003269374,0.0008078089,0.0003608888,0.0008794912,0.000207832,0.00003958536,0.000956063,0.2424387],"genre_scores_gemma":[0.9970998,0.0001537638,0.0006737635,0.00006595933,0.0003019609,3.815456e-7,0.000004689099,0.00004522052,0.001654513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.293848,"threshold_uncertainty_score":0.8680227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005653368971945351,"score_gpt":0.1550212237990722,"score_spread":0.1493678548271268,"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."}}