{"id":"W7094658721","doi":"","title":"VCB4523","year":2014,"lang":"en","type":"other","venue":"Covenant University Repository (Covenant University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Radionuclide; Radiological weapon; Effective dose (radiation); Gamma ray spectrometer; Absorbed dose rate; Absorbed dose; Hydrology (agriculture); Radium","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0003424351,0.001498185,0.001703205,0.005258078,0.0009703504,0.0001348143,0.002993208,0.001676478,0.001237947],"category_scores_gemma":[0.00006371902,0.001745021,0.001087462,0.002887975,0.0009901042,0.0005362355,0.001217792,0.001236937,0.008525713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002389892,"about_ca_system_score_gemma":0.001035404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001501914,"about_ca_topic_score_gemma":0.0004628271,"domain_scores_codex":[0.9935206,0.0009884444,0.0004655032,0.002315613,0.001099569,0.001610261],"domain_scores_gemma":[0.9943786,0.0001978088,0.001562405,0.002579343,0.0002914047,0.0009904715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006053627,0.0004590021,0.001054145,0.0003601402,0.001068134,0.01080628,0.0001447888,0.00006058667,0.004415872,0.02277714,0.9578609,0.0003876775],"study_design_scores_gemma":[0.00290764,0.0002265975,0.0002204299,0.001064791,0.001089806,0.0001885197,0.0004486934,0.00009862439,0.0005311721,0.00002158137,0.9910551,0.002147064],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005475923,0.0003641127,0.001683309,0.00007207782,0.002224542,0.001006409,0.0008951439,0.002882471,0.9903243],"genre_scores_gemma":[0.005569378,0.0004648069,0.0003771472,0.00006106297,0.0007683939,3.245238e-7,0.0002598961,0.001541142,0.9909579],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03319421,"threshold_uncertainty_score":0.9997767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006731076065484858,"score_gpt":0.1621616840006885,"score_spread":0.1554306079352036,"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."}}