{"id":"W2369580744","doi":"","title":"Microbial mutagenic effects and mutation breeding advances induced by heavy ion beams","year":2014,"lang":"en","type":"article","venue":"Journal of Radiation Research and Radiation Processing","topic":"Plant Genetic and Mutation Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"","keywords":"Irradiation; Biological effect; Heavy ion; Mutagenesis; Mutation breeding; Ion beam; Ion; Mutation; Radiation damage; Primary (astronomy); Biology; Chemistry; Environmental chemistry; Materials science; Biophysics; Physics; Mutant; Genetics; Nuclear physics","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":[0.0002548565,0.0003245664,0.0002182899,0.000519841,0.0002321705,0.0002921523,0.0001919773,0.0003798116,0.0008843333],"category_scores_gemma":[0.0002759531,0.0001662577,0.0003234547,0.0003155626,0.000265692,0.0002481837,0.000332249,0.0005012263,0.0001483497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002221156,"about_ca_system_score_gemma":0.0002586308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004802608,"about_ca_topic_score_gemma":0.0004367243,"domain_scores_codex":[0.999661,0.00006435776,0.00001762486,0.00006699165,0.0001487625,0.00004134083],"domain_scores_gemma":[0.999844,0.00003288399,0.00004018922,0.00001614058,0.00004767939,0.00001914601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009285388,0.00002348563,0.001371636,0.0001347006,0.00001059224,0.0001209569,0.00005909513,0.0001602487,0.9903674,0.0005032461,0.00005803243,0.007097763],"study_design_scores_gemma":[0.0000106757,0.0006071763,0.01459876,0.00002704249,0.0000467325,0.0003702987,0.00006879676,0.0005460501,0.9767956,0.0004214485,0.006495192,0.00001229262],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9514235,0.01755299,0.01831884,0.0002955917,0.000114411,0.00009978146,0.0003182406,0.0002180656,0.01165855],"genre_scores_gemma":[0.9808085,0.00946251,0.005162659,0.0001331483,0.00003564986,0.00005011208,0.0002354379,0.0000277004,0.004084223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008843333,"threshold_uncertainty_score":0.002958357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02204889792342604,"score_gpt":0.2989693413980968,"score_spread":0.2769204434746708,"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."}}