{"id":"W2013555238","doi":"10.1667/rr3222","title":"Effects of Radiation on the Environment: A Need to Question Old Paradigms and Enhance Collaboration among Radiation Biologists and Radiation Ecologists","year":2004,"lang":"en","type":"article","venue":"Radiation Research","topic":"Radioactive contamination and transfer","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Nuclear Safety Commission","keywords":"Biota; Commission; Set (abstract data type); Low Dose Radiation; Radiation protection; Ecology; Environmental ethics; Engineering ethics; Computer science; Biology; Political science; Engineering; Medicine; Law; Nuclear medicine","routes":{"ca_aff":false,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001628396,0.0001951997,0.0001959116,0.0002815211,0.0003968514,0.000116643,0.000157406,0.0001777526,0.0000908412],"category_scores_gemma":[0.001004811,0.0001655576,0.00003327507,0.0007629048,0.0004154728,0.0005505854,0.00004606741,0.000254103,0.000105804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009155171,"about_ca_system_score_gemma":0.00004355816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005911858,"about_ca_topic_score_gemma":0.000151575,"domain_scores_codex":[0.9973512,0.0007611279,0.0003447971,0.0005331567,0.0006695574,0.0003401388],"domain_scores_gemma":[0.9983469,0.001030305,0.0001585339,0.0002475489,0.00003979586,0.0001768756],"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":[0.0004332309,0.0006671698,0.245848,0.0001259513,0.0001005876,0.000009595698,0.009122974,0.02903569,0.1076089,0.0431547,0.001453294,0.5624399],"study_design_scores_gemma":[0.001039522,0.0005109591,0.8882406,0.00002594789,0.0000145688,9.419146e-7,0.0001233036,0.001913571,0.1046898,0.001078369,0.002190812,0.0001716084],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893317,0.0003210019,0.002787273,0.004766877,0.0001162837,0.002090847,0.00001384884,0.00003434012,0.0005377868],"genre_scores_gemma":[0.9973769,0.0016403,0.0001146706,0.000245342,0.00005979592,0.0003307098,0.00003890329,0.00001826348,0.0001751685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6423925,"threshold_uncertainty_score":0.6751243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01056769133604217,"score_gpt":0.2930625236880238,"score_spread":0.2824948323519816,"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."}}