{"id":"W2279719152","doi":"","title":"Ensuring Reliable Medical Isotope Supply","year":2006,"lang":"en","type":"article","venue":"Pacific Basin Nuclear Conference 2006","topic":"Nuclear Physics and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Business; Engineering","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001409492,0.0002015204,0.0002279338,0.00004885536,0.0002641618,0.0001753049,0.0003234398,0.00007431731,0.01033929],"category_scores_gemma":[0.000002616926,0.0002010316,0.0001114757,0.0002068661,0.0001260287,0.0001359865,0.00009130395,0.0002783533,0.002005825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001906743,"about_ca_system_score_gemma":0.00008443987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001502807,"about_ca_topic_score_gemma":0.000007526924,"domain_scores_codex":[0.9985642,0.00002876695,0.0002905453,0.000378079,0.0003347384,0.0004035999],"domain_scores_gemma":[0.9992066,0.00003366655,0.00009519592,0.0004232197,0.00009505177,0.0001462527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007963856,0.000303579,0.01200012,0.000009173071,0.00002215272,0.000003327589,0.00007291315,0.00002941656,0.001612397,0.8894449,0.08161185,0.01488216],"study_design_scores_gemma":[0.0006337187,0.00003316515,0.01282518,0.0000796595,0.00002798982,0.000004031139,0.0007774386,0.005086901,0.000794521,0.05068254,0.9284891,0.0005657357],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1993687,0.00002075089,0.001465341,0.001789995,0.0001613306,0.0002337233,0.0001159855,0.0001634517,0.7966807],"genre_scores_gemma":[0.9941537,0.000005339919,0.0007094928,0.00007361845,0.0005525244,0.00001981127,0.00007657814,0.00005109849,0.004357876],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8468773,"threshold_uncertainty_score":0.9987713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007059453634033664,"score_gpt":0.2080260684095101,"score_spread":0.2009666147754764,"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."}}