{"id":"W2466763091","doi":"10.3329/jbas.v40i1.28324","title":"Natural Radioactivity and dose Assessment in Sand and Sediment Samples from Kuakata Beach, Bangladesh","year":2016,"lang":"en","type":"article","venue":"Journal of Bangladesh Academy of Sciences","topic":"Radioactivity and Radon Measurements","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Atomic Energy (Canada)","funders":"","keywords":"Radionuclide; Radium; Natural radioactivity; Effective dose (radiation); Sediment; Environmental science; Absorbed dose rate; Animal science; Mean value; Nuclear medicine; Mathematics; Absorbed dose; Radiochemistry; Chemistry; Geology; Statistics; Medicine; Physics; Dosimetry; Biology","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":[0.0001456578,0.0003950476,0.0003531314,0.001424714,0.0005704962,0.0005098933,0.0002520264,0.0003990963,0.001232765],"category_scores_gemma":[0.000219499,0.0002452109,0.0002448504,0.001579666,0.0003290184,0.0001989506,0.0003414429,0.0001890035,0.0005205384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005496127,"about_ca_system_score_gemma":0.0004630459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02028072,"about_ca_topic_score_gemma":0.04495876,"domain_scores_codex":[0.9997515,0.00002138853,0.00003663422,0.00006023171,0.0001003204,0.00002992751],"domain_scores_gemma":[0.9998523,0.00001651715,0.00003029105,0.000007705077,0.00008189338,0.00001131971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003456921,0.00009821769,0.5560701,0.0007168829,0.0000891433,0.001944306,0.002497343,0.001332509,0.4072975,0.0002506527,0.0004073573,0.02895025],"study_design_scores_gemma":[0.00003011818,0.0005852206,0.9270335,0.00008587338,0.0001129666,0.001922089,0.004944359,0.001294256,0.05277432,0.0002380064,0.01090528,0.00007393612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949815,0.0002265549,0.0005753111,0.00002392865,0.000003552145,0.00003863242,0.0009773403,0.00001502721,0.003158229],"genre_scores_gemma":[0.9923106,0.0007853821,0.001449294,0.00003127563,0.00000311244,0.00009126731,0.00153713,0.00001208007,0.003779944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02028072,"threshold_uncertainty_score":0.04032534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09257213800967222,"score_gpt":0.4047350004464392,"score_spread":0.312162862436767,"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."}}