{"id":"W198293276","doi":"","title":"First AID (Atom counting for Isotopic Determination).","year":2002,"lang":"en","type":"paratext","venue":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","topic":"Radioactive contamination and transfer","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kimberly-Clark (Canada)","funders":"","keywords":"Atom (system on chip); Computer science; Embedded system","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003787653,0.0002746411,0.0004039508,0.0002349591,0.0003328589,0.0001166617,0.0003541458,0.0002609943,0.003551519],"category_scores_gemma":[0.00006897876,0.0002595279,0.0001632739,0.0003712444,0.0007260246,0.0009769716,0.0001221051,0.0001268618,0.0003588536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001308103,"about_ca_system_score_gemma":0.00003840079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003787613,"about_ca_topic_score_gemma":0.00007273731,"domain_scores_codex":[0.9978797,0.0000228124,0.0008350227,0.0003482762,0.0006314439,0.0002827689],"domain_scores_gemma":[0.9986615,0.0002168258,0.0005283719,0.0003213382,0.0001603315,0.0001115926],"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":[0.0003646096,0.001769124,0.003755179,0.002319694,0.0003097889,0.000003450495,0.0001013502,0.003261197,0.001404331,0.03851102,0.884261,0.06393927],"study_design_scores_gemma":[0.0007364484,0.0001591162,0.01127229,0.0001121415,0.00006801997,0.000007337565,0.000003934529,0.0003889889,0.001741384,0.00007513189,0.9851311,0.0003040774],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02125977,0.0004062636,0.1204756,0.0005113822,0.002042396,0.001535754,0.001490517,0.00008123759,0.8521971],"genre_scores_gemma":[0.9677148,0.0002616679,0.00451077,0.0001602788,0.00004570005,0.0002043632,0.003735119,0.00002101819,0.02334629],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.946455,"threshold_uncertainty_score":0.9999857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01175886372752066,"score_gpt":0.2254277679802493,"score_spread":0.2136689042527287,"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."}}