{"id":"W3166053067","doi":"10.18034/abcra.v9i1.525","title":"Radiation Risk Assessment on Public in Motijheel Thana, Dhaka, Bangladesh","year":2021,"lang":"en","type":"article","venue":"ABC Research Alert","topic":"Radioactivity and Radon Measurements","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Atomic Energy (Canada)","funders":"","keywords":"Radiation monitoring; Environmental science; Nuclear medicine; Medicine","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":[0.0003909224,0.0005682944,0.0002768378,0.001369452,0.0009863137,0.001058255,0.0005956375,0.0007184182,0.005624601],"category_scores_gemma":[0.0005810878,0.0002137634,0.0003929028,0.001713042,0.0004154512,0.0004681658,0.0009586955,0.0003850203,0.0008502234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001613384,"about_ca_system_score_gemma":0.001071978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02660508,"about_ca_topic_score_gemma":0.04399663,"domain_scores_codex":[0.9994892,0.0001197178,0.0000379343,0.00007421893,0.0001972345,0.00008172877],"domain_scores_gemma":[0.9996004,0.00006934998,0.000109809,0.00002590708,0.0001630724,0.00003150554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000445241,0.000158937,0.8557233,0.001511905,0.0002160845,0.00361579,0.004234485,0.005535848,0.01889456,0.002269694,0.009032245,0.09836186],"study_design_scores_gemma":[0.00003340509,0.0008697791,0.9053158,0.0006176145,0.0002734087,0.003675938,0.02053199,0.002455198,0.01006469,0.001881881,0.05416074,0.0001195771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9526075,0.003212371,0.003320992,0.001567616,0.00005479229,0.0002927947,0.005883206,0.000124356,0.03293638],"genre_scores_gemma":[0.9897494,0.001891543,0.001074955,0.0001556162,0.00001024694,0.00008125995,0.001294487,0.00001366185,0.005728836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02660508,"threshold_uncertainty_score":0.05290043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3567174328154307,"score_gpt":0.556519667610743,"score_spread":0.1998022347953123,"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."}}