{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003500967,0.0000907969,0.0001240506,0.00002250327,0.0003674836,0.00005670289,0.0001924656,0.0000265817,0.00003709833],"category_scores_gemma":[0.00006702532,0.00001871079,0.00004354548,0.0004424547,0.0001369335,0.0005595816,0.00003734366,0.00004297464,0.00001539086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001313664,"about_ca_system_score_gemma":0.00001921588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000150611,"about_ca_topic_score_gemma":0.00009624765,"domain_scores_codex":[0.998837,0.00002111034,0.0002346497,0.0001426026,0.0005534336,0.0002112333],"domain_scores_gemma":[0.9990548,0.0001348959,0.0003406403,0.00001696696,0.0003307662,0.0001219136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00004492037,0.00001310461,0.007640416,9.083193e-7,0.000006100137,0.000005617275,0.0001319781,0.00001825024,0.976039,0.00005373804,0.00076934,0.01527665],"study_design_scores_gemma":[0.0001883466,0.0005474064,0.9521449,0.00005446349,0.00001106949,0.0006613315,0.0005682893,0.000003559651,0.04459856,0.00003711516,0.001088203,0.00009673271],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965829,0.00007744629,0.00002334152,0.002769327,0.0001832016,0.00006853542,0.00001489909,0.00001173054,0.0002685929],"genre_scores_gemma":[0.9992067,0.00008906687,0.0001864853,0.00005613372,0.0002643071,0.000001406566,0.000003374631,2.711076e-7,0.0001922484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9445045,"threshold_uncertainty_score":0.2826423,"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."}}