{"id":"W7096446742","doi":"","title":"Potential Alternative Backfill Materials in Use in Posiva’s Spent Fuel Repository Concept","year":2009,"lang":"en","type":"article","venue":"","topic":"Engineering and Material Science Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Viewpoints; Work (physics); Spent nuclear fuel; Dispose pattern","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":[0.0006280157,0.000154425,0.0002468401,0.000168073,0.00003861121,0.000340784,0.000379424,0.00007461549,0.0008104217],"category_scores_gemma":[0.00007937092,0.0001284361,0.00002760091,0.0001993578,0.00008315182,0.0005869861,0.0000908826,0.00009060317,0.0001198192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001589057,"about_ca_system_score_gemma":0.00005346553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003923616,"about_ca_topic_score_gemma":0.0001255712,"domain_scores_codex":[0.9980899,0.0001532728,0.0003981873,0.0004098675,0.0003889902,0.0005597739],"domain_scores_gemma":[0.9994879,0.00003742952,0.00005577649,0.0002502698,0.00004695894,0.0001216489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004830842,0.0000732952,0.0001011233,0.000007579983,7.61481e-7,0.0001737723,0.0002473773,0.001543277,0.9962418,0.001347476,0.0001305823,0.00008461348],"study_design_scores_gemma":[0.0004933594,0.0001279913,0.03304978,0.00005572989,0.00000133091,0.00002270958,0.00007353303,0.0002338765,0.9651054,0.0005345474,0.0001084569,0.0001933551],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961981,0.00002867453,0.0002051769,0.0002236854,0.0009766512,0.0002622728,0.00001315038,0.00006443609,0.002027824],"genre_scores_gemma":[0.9976645,0.00002292492,0.00104491,0.00008840911,0.0001405412,0.00001092898,0.000004949197,0.00000857263,0.001014293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03294865,"threshold_uncertainty_score":0.887355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01806045755256273,"score_gpt":0.2797721584468358,"score_spread":0.261711700894273,"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."}}