{"id":"W2368916365","doi":"","title":"Application of Ion Beam Biotechnology in Medicinal Plant Breeding","year":2010,"lang":"en","type":"article","venue":"Seed","topic":"Plant Genetic and Mutation Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Biotechnology; Biology; Plant breeding; Agronomy","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":[0.00008106709,0.00003122703,0.00006568315,0.00001152522,0.00002450362,0.000001551025,0.00005993241,0.00005904979,0.000007971476],"category_scores_gemma":[0.00001936687,0.00001157431,0.000009652035,0.0001198031,0.00004239401,0.00001065636,0.00001736359,0.00005715634,0.000005884659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000215034,"about_ca_system_score_gemma":0.000001685803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002172888,"about_ca_topic_score_gemma":0.0008676074,"domain_scores_codex":[0.9997112,0.000003655255,0.00008737127,0.00007655435,0.00005445464,0.0000667503],"domain_scores_gemma":[0.9998788,0.00004324288,0.00003835757,0.00001491505,0.00001275726,0.00001193719],"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":[0.000005271,0.00001033689,0.02902254,0.000001095252,0.000001239265,2.776667e-7,0.00003325918,6.267277e-7,0.9582407,0.0006015557,0.00001722147,0.01206585],"study_design_scores_gemma":[0.00007201336,0.00005996539,0.8391939,0.000004158319,0.000002062757,0.000005556371,0.0003298929,0.0001018004,0.1568734,0.0003005405,0.003021324,0.00003540315],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981343,0.00002780954,0.00002051596,0.001267415,0.00007018158,0.00006091375,0.00001361838,0.00001677132,0.0003884751],"genre_scores_gemma":[0.9997851,0.0000268014,0.00005368324,0.00003140675,0.00005658872,0.000005267191,0.0000270374,1.228107e-7,0.00001404092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8101713,"threshold_uncertainty_score":0.04841453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01254168577300255,"score_gpt":0.216202165787595,"score_spread":0.2036604800145925,"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."}}