{"id":"W4247809013","doi":"10.1080/00963402.2006.11461027","title":"Batteries Included","year":2006,"lang":"en","type":"article","venue":"Bulletin of the Atomic Scientists","topic":"Graphite, nuclear technology, radiation studies","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Atomic Energy Agency; University of Lethbridge","keywords":"Nuclear power; Nuclear engineering; Business; Political science; Physics; Engineering; Nuclear physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006573306,0.0007189494,0.0004917129,0.001005277,0.001644511,0.003289766,0.001150382,0.001729661,0.3286431],"category_scores_gemma":[0.003476487,0.0003194986,0.0004902881,0.00135438,0.0005113971,0.004451128,0.002211704,0.002079956,0.1752466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001214441,"about_ca_system_score_gemma":0.00194338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00339998,"about_ca_topic_score_gemma":0.008495399,"domain_scores_codex":[0.9992173,0.0001098711,0.00006037724,0.0001055226,0.0004203388,0.00008655342],"domain_scores_gemma":[0.9987231,0.0001433359,0.00004238331,0.0001890436,0.0007562692,0.0001458576],"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":[0.00009783362,0.00004112491,0.0001520574,0.0003546702,0.000008250599,0.0001162501,0.0001877384,0.0002264328,0.001164172,0.04275012,0.862171,0.09273045],"study_design_scores_gemma":[0.000002951536,0.000008182215,0.00004252586,0.00004343778,0.000002483492,0.00003565612,0.00003581556,0.00001914071,0.0002765344,0.001573027,0.9979565,0.000003855749],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001523917,0.006680911,0.00474025,0.0100652,0.01363459,0.000253716,0.005261443,0.002132082,0.9557078],"genre_scores_gemma":[0.007250766,0.003349842,0.001629251,0.001850292,0.0005200101,0.00006770139,0.002340652,0.000383296,0.9826083],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3286431,"threshold_uncertainty_score":0.9576091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006429109415788885,"score_gpt":0.2085629510443096,"score_spread":0.2021338416285207,"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."}}