{"id":"W4402398078","doi":"10.13182/nets24-43976","title":"Assessment of Canadian Fission Surface Power Options","year":2024,"lang":"en","type":"article","venue":"","topic":"Graphite, nuclear technology, radiation studies","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Fission; Computer science; Nuclear engineering; Environmental science; Nuclear physics; Engineering; Physics","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":[0.003367832,0.0006433023,0.000452223,0.004537787,0.005970366,0.004665304,0.001802259,0.001308817,0.008624823],"category_scores_gemma":[0.007121901,0.0002931447,0.0009028242,0.004917247,0.001139497,0.00107553,0.001336394,0.001123472,0.000496871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09324436,"about_ca_system_score_gemma":0.1314234,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9892522,"about_ca_topic_score_gemma":0.9952632,"domain_scores_codex":[0.9932142,0.0003613148,0.00007749276,0.0002146564,0.004911274,0.00122109],"domain_scores_gemma":[0.9935333,0.0004772566,0.0001112021,0.0001040074,0.00538294,0.0003913717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.003754339,0.00032235,0.1623415,0.0008741091,0.0004434157,0.001418432,0.003910446,0.07368368,0.01111565,0.3296052,0.1206359,0.291895],"study_design_scores_gemma":[0.0002257282,0.0006540699,0.3312463,0.0005693086,0.0005160855,0.000476649,0.02152095,0.02634563,0.01605845,0.01534836,0.5866648,0.000373603],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4399929,0.002926735,0.00257047,0.007904089,0.0001355444,0.0002715559,0.01028482,0.000128167,0.5357857],"genre_scores_gemma":[0.9260952,0.001832028,0.003118019,0.0005204485,0.00001494773,0.00007294962,0.003204347,0.00005287753,0.06508915],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09324436,"threshold_uncertainty_score":0.6765383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01732628094851337,"score_gpt":0.2915795188357151,"score_spread":0.2742532378872018,"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."}}