{"id":"W2167869970","doi":"10.1080/09553000310001621428","title":"Workshop on Networking Radiation Sciences in Health, Safety and the Environment","year":2004,"lang":"en","type":"article","venue":"International Journal of Radiation Biology","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Nuclear Safety Commission; University Network of Excellence in Nuclear Engineering; CANDU Owners Group","keywords":"Radiation; Engineering ethics; Engineering; Business; Physics; Optics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001703784,0.00008376066,0.0002192375,0.000319747,0.00007157576,0.00002265846,0.0001410131,0.00006705199,0.00002030651],"category_scores_gemma":[0.0004239189,0.00005574111,0.00006111597,0.0001158982,0.0001990667,0.0001091308,0.00001674503,0.0002354463,0.000005767302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004107348,"about_ca_system_score_gemma":0.0001642714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002507934,"about_ca_topic_score_gemma":0.000007232324,"domain_scores_codex":[0.9987056,0.0002041307,0.000556769,0.0001251163,0.0002804149,0.0001279954],"domain_scores_gemma":[0.9986414,0.0006214645,0.0005733852,0.00006413721,0.00004665874,0.00005296377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002395362,0.0002015479,0.06783845,0.00001137113,0.0002109192,0.00002839146,0.001755377,0.1154485,0.0002224713,0.06341975,0.0003058441,0.748162],"study_design_scores_gemma":[0.06019204,0.003649469,0.6813497,0.0009006415,0.00006941102,0.001214071,0.0006938804,0.00892209,0.000706761,0.02683733,0.2150384,0.0004262099],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5120161,0.01541797,0.01270406,0.4541595,0.003703181,0.000823085,0.000008994036,0.00002167309,0.001145438],"genre_scores_gemma":[0.9840448,0.01058678,0.0004795159,0.004167265,0.000686971,0.000003006146,0.000010351,0.000005520651,0.00001579066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7477357,"threshold_uncertainty_score":0.2273056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01274078639448827,"score_gpt":0.3113125967008384,"score_spread":0.2985718103063502,"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."}}