{"id":"W2089054720","doi":"10.1118/1.2030993","title":"Po‐Poster ‐ 14: In‐house leak testing with a multi‐channel analyzer system","year":2005,"lang":"en","type":"article","venue":"Medical Physics","topic":"Nuclear and radioactivity studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thames Valley Children's Centre; McGill University","funders":"","keywords":"Leak; Spectrum analyzer; Nuclear medicine; Physics; Environmental science; Engineering; Medicine; Electrical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00250853,0.0009148983,0.0007690096,0.001239925,0.0008483059,0.001424569,0.001736972,0.0008381779,0.04121548],"category_scores_gemma":[0.002903148,0.0007674434,0.0004490378,0.0007017253,0.0003681444,0.00116122,0.001298401,0.0008892306,0.01884763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008325391,"about_ca_system_score_gemma":0.001763304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001142764,"about_ca_topic_score_gemma":0.001257672,"domain_scores_codex":[0.9972384,0.0004897366,0.0001702872,0.0005465418,0.001368286,0.0001867336],"domain_scores_gemma":[0.9969336,0.0005361246,0.0001948601,0.0007942157,0.00128875,0.000252463],"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":[0.001993995,0.001181111,0.01919932,0.000573774,0.0001124592,0.0004640979,0.0007110093,0.002137688,0.7266003,0.002065371,0.04343307,0.2015279],"study_design_scores_gemma":[0.0001311249,0.001370308,0.01513921,0.00005335871,0.00008436285,0.001094911,0.0001417761,0.02211434,0.8622522,0.0005632819,0.09691975,0.0001352833],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2276259,0.0004706206,0.661906,0.0006113974,0.0005863062,0.004674011,0.00510916,0.05880851,0.04020817],"genre_scores_gemma":[0.527983,0.0003349226,0.3649913,0.0008095375,0.0001851976,0.002952128,0.005710158,0.007383608,0.08965008],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04121548,"threshold_uncertainty_score":0.1378795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01880916165538345,"score_gpt":0.2197662503589192,"score_spread":0.2009570887035357,"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."}}