{"id":"W2027321459","doi":"10.1016/j.apradiso.2011.03.024","title":"Evaluation of half-life of 198Au","year":2011,"lang":"en","type":"article","venue":"Applied Radiation and Isotopes","topic":"Radioactive Decay and Measurement Techniques","field":"Physics and Astronomy","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Sensitivity (control systems); Statistics; Statistical analysis; Mathematics; Stability (learning theory); Value (mathematics); Computer science; Engineering; Machine learning","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0003989622,0.0002066803,0.0001778631,0.0003915193,0.0002523015,0.0003816667,0.0004008137,0.0003764796,0.001766188],"category_scores_gemma":[0.0009490503,0.0001258075,0.0001936503,0.0002457914,0.0002668,0.0003491224,0.0001489627,0.0002800526,0.0004444854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004002204,"about_ca_system_score_gemma":0.0003583309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001393209,"about_ca_topic_score_gemma":0.001041031,"domain_scores_codex":[0.9998609,0.00002561207,0.000005992788,0.00003282175,0.00004771995,0.00002702719],"domain_scores_gemma":[0.9994268,0.0002197239,0.00006646419,0.00005019972,0.0001980929,0.00003870649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001900913,0.00005789256,0.005528561,0.000129617,0.00002802042,0.0001757532,0.0001991429,0.0005933164,0.973245,0.000728458,0.0001017486,0.01731157],"study_design_scores_gemma":[0.00001150323,0.0007765949,0.01077808,0.00001084866,0.00004464545,0.0002992674,0.00007849506,0.0026073,0.9825566,0.0001626135,0.002659567,0.00001454058],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98596,0.002671879,0.007510411,0.00003461592,0.00003077172,0.00002206372,0.0002676311,0.00008529793,0.003417326],"genre_scores_gemma":[0.9919198,0.0007797889,0.002863101,0.00002640747,0.000008619808,0.00002980601,0.0003874073,0.00005352362,0.003931506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001766188,"threshold_uncertainty_score":0.00590843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05249971328923318,"score_gpt":0.2713693567162658,"score_spread":0.2188696434270326,"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."}}