{"id":"W2337509732","doi":"10.5539/jas.v8n5p34","title":"Plant Mutation Breeding with Heavy Ion Irradiation at IMP","year":2016,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Plant Genetic and Mutation Studies","field":"Agricultural and Biological Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Heavy ion; Irradiation; Mutation breeding; Ion beam; Mutagen; Ion; Mutant; Biology; Radiochemistry; Physics; Chemistry; Genetics; Nuclear physics; DNA; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004772202,0.0006925506,0.0006770168,0.001339931,0.000694279,0.0004201162,0.001028278,0.0005011334,0.003550467],"category_scores_gemma":[0.0001491889,0.0004156627,0.0008732025,0.0009713119,0.0002958474,0.0004543118,0.0009441418,0.001130525,0.0009244555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006740309,"about_ca_system_score_gemma":0.0004777635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001615929,"about_ca_topic_score_gemma":0.002327567,"domain_scores_codex":[0.9994848,0.00005839769,0.00005468602,0.0001325502,0.0001931607,0.00007646604],"domain_scores_gemma":[0.9998531,0.00002157586,0.0000371778,0.00003094235,0.00002786237,0.00002927111],"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":[0.00006667152,0.00003521644,0.0005263137,0.0002066614,0.00001859282,0.0002323355,0.00007029314,0.0001210611,0.9870983,0.0004569436,0.0003353565,0.01083223],"study_design_scores_gemma":[0.00009958506,0.0006443018,0.01704738,0.00006239652,0.0002009831,0.001950531,0.0001057539,0.001627025,0.9212503,0.0003029424,0.05664289,0.00006587646],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7228926,0.01175218,0.2104729,0.000911519,0.0004241582,0.001922463,0.005085141,0.005623812,0.04091536],"genre_scores_gemma":[0.8437823,0.009403613,0.1025316,0.0004411188,0.00007988121,0.001153987,0.009356796,0.0009019977,0.03234863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003550467,"threshold_uncertainty_score":0.01187748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0173131990360524,"score_gpt":0.2091020040772568,"score_spread":0.1917888050412044,"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."}}