{"id":"W2017309507","doi":"10.1097/01.hp.0000252854.56258.62","title":"Evaluation of Two Commercially Available Portal Monitors for Emergency Response","year":2007,"lang":"en","type":"article","venue":"Health Physics","topic":"Graphite, nuclear technology, radiation studies","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Emergency response; ALARM; Software deployment; Radiation monitoring; Environmental science; Computer science; Radioactive contamination; Contamination; Medical emergency; Nuclear medicine; Medicine; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002418551,0.000765583,0.0005051598,0.0009002082,0.0003157348,0.0006106279,0.00123331,0.001341766,0.0028557],"category_scores_gemma":[0.009406225,0.0003404582,0.0005001611,0.0005983684,0.0003577337,0.000792068,0.0004922628,0.0004607923,0.0005182652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004895533,"about_ca_system_score_gemma":0.0005065205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005566704,"about_ca_topic_score_gemma":0.0006306223,"domain_scores_codex":[0.9978897,0.0008798424,0.00010938,0.0002333535,0.0007860567,0.0001016862],"domain_scores_gemma":[0.995389,0.002216068,0.0004661,0.0003162576,0.001240174,0.0003723958],"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":[0.031983,0.005244654,0.05765267,0.003135038,0.0002938,0.002478702,0.0009047395,0.005356789,0.5369399,0.001481714,0.005373814,0.3491552],"study_design_scores_gemma":[0.002871539,0.1426978,0.09440763,0.0002911926,0.0008901095,0.007882186,0.0009312753,0.01999379,0.7024412,0.0005668699,0.0268515,0.0001747851],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9646766,0.001750047,0.02722053,0.0005240882,0.000197678,0.0009539205,0.0005436222,0.001116298,0.003017066],"genre_scores_gemma":[0.9657945,0.0006475108,0.03020636,0.0002652936,0.00004025938,0.0003234859,0.0005518052,0.0001019796,0.002068798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0028557,"threshold_uncertainty_score":0.01279068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1127585507399168,"score_gpt":0.4204706465954059,"score_spread":0.3077120958554891,"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."}}