{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00108077,0.00008726951,0.000158297,0.0000825995,0.0005147788,0.0001828459,0.00006503607,0.00007141245,0.000005203147],"category_scores_gemma":[0.0003721036,0.00004216013,0.00002354681,0.000300512,0.0000664229,0.0005212585,0.00001873971,0.0001791328,0.000001371735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003467278,"about_ca_system_score_gemma":0.0000251622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001387444,"about_ca_topic_score_gemma":0.000006586075,"domain_scores_codex":[0.9988318,0.0001662878,0.000287221,0.0001501021,0.0003692766,0.0001952828],"domain_scores_gemma":[0.998799,0.0005128412,0.0002879726,0.00001487955,0.0002577814,0.0001274858],"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":[0.00004211774,0.00002034605,0.001978495,0.00003622541,0.000007864346,7.817159e-7,0.0002884885,0.0000101011,0.3148817,0.00001846282,0.0004057062,0.6823097],"study_design_scores_gemma":[0.004518524,0.007017477,0.4870137,0.0005480705,0.00009766419,0.0004016168,0.004587647,0.007044433,0.4163699,0.004850112,0.0667334,0.0008174321],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892741,0.00864124,0.0003957167,0.00135687,0.0001174372,0.0001270462,0.000004638893,0.000009854179,0.00007304045],"genre_scores_gemma":[0.9969518,0.002321722,0.0001408242,0.00009439135,0.0004330427,0.000004241719,0.00001924865,0.000001296929,0.00003347466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6814923,"threshold_uncertainty_score":0.3959315,"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."}}