{"id":"W2010833279","doi":"","title":"THE BIOLOGICAL EFFECTS OF IONIZING RADIATION: EPIDEMIOLOGICAL SURVEYS AND LABORATORY ANIMAL EXPERIMENTS. IMPLICATIONS FOR RISK EVALUATION AND DECISION PROCESSES","year":2010,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Radioactivity and Radon Measurements","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"National laboratory; Library science; Biological sciences; Agency (philosophy); Political science; Medicine; Physics; Engineering physics; Sociology; Biology; Computer science; Social science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004706775,0.0001865385,0.0002835522,0.00006168596,0.00129244,0.0001358403,0.0001925765,0.0003038794,0.00001963378],"category_scores_gemma":[0.01882674,0.0001147231,0.00005011955,0.0002640313,0.0002394629,0.001106813,0.0001228345,0.0005973479,0.00001490435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002347212,"about_ca_system_score_gemma":0.0002464706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002175768,"about_ca_topic_score_gemma":0.000004332264,"domain_scores_codex":[0.9970562,0.001477282,0.0005379432,0.0003836522,0.0002113915,0.0003334966],"domain_scores_gemma":[0.9880968,0.01084109,0.0003873053,0.0002507947,0.0002339333,0.0001900894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001304073,0.00009538623,0.9218836,0.0001107338,0.00002961582,1.453949e-7,0.00004515855,6.039299e-7,0.004806564,0.0008661491,0.0004002871,0.07163134],"study_design_scores_gemma":[0.001050175,0.0001966502,0.9735337,0.00007687382,0.0000272322,0.000001120247,0.00006515583,0.00006709646,0.00217999,0.01510224,0.007549527,0.000150257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922292,0.002599339,0.001693076,0.0005522199,0.0002085945,0.001644081,0.0008670847,0.0000730449,0.0001333941],"genre_scores_gemma":[0.9968243,0.0006280571,0.00163987,0.000120093,0.0001619984,0.0004542107,0.0001423527,0.0000217111,0.000007456784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07148109,"threshold_uncertainty_score":0.9940535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07666886031979196,"score_gpt":0.3761733821355746,"score_spread":0.2995045218157826,"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."}}