{"id":"W4246035427","doi":"10.1007/978-94-007-0753-5_103401","title":"Radioactive Waste","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Nuclear and radioactivity studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brandon University; University of Northern British Columbia","funders":"","keywords":"Radioactive waste; Waste management; Environmental science; Business; Engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002982658,0.0002515331,0.0003256368,0.00007503454,0.00003975674,0.00001393763,0.00008393014,0.0001800094,0.0005707635],"category_scores_gemma":[0.000002315979,0.0002210454,0.0001247771,0.000007192652,0.0000447408,0.00002732722,0.00002754089,0.0002727084,0.000858784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006771362,"about_ca_system_score_gemma":0.000003638909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002196585,"about_ca_topic_score_gemma":0.00001002826,"domain_scores_codex":[0.999481,0.000002154024,0.0001070654,0.0001496362,0.000111707,0.0001484192],"domain_scores_gemma":[0.9996699,0.0000406344,0.00001830107,0.00020534,0.000015992,0.0000498511],"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":[0.00001106498,0.000005843176,0.000001904196,0.0002615534,0.001847858,0.00002957976,0.0003280961,0.001237997,0.0001993244,0.3652007,0.5507304,0.08014571],"study_design_scores_gemma":[0.00009599176,0.00002050219,0.000002639796,0.0000408239,0.00005521399,0.000008421242,0.00001472732,0.0008838385,0.0001664483,0.001700223,0.9966534,0.0003577785],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000072046,0.0005285623,0.002541327,0.00003568844,0.000577437,0.00008384811,0.000009252098,0.0004367696,0.9957799],"genre_scores_gemma":[0.005567419,0.0005785229,0.0003805821,0.00005151107,0.0006037242,0.000002477551,0.000004738756,0.0001302356,0.9926808],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.445923,"threshold_uncertainty_score":0.9999192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00852716863603772,"score_gpt":0.1745235613929236,"score_spread":0.1659963927568859,"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."}}