{"id":"W2768919282","doi":"10.1038/s41477-017-0063-z","title":"Pollen magnetofection for genetic modification with magnetic nanoparticles as gene carriers","year":2017,"lang":"en","type":"article","venue":"Nature Plants","topic":"Plant tissue culture and regeneration","field":"Biochemistry, Genetics and Molecular Biology","cited_by":403,"is_retracted":false,"has_abstract":false,"ca_institutions":"Biotechnology Research Institute","funders":"","keywords":"Pollen; Transformation (genetics); Transgene; Biology; Regeneration (biology); Genetically modified crops; Exogenous DNA; Biotechnology; Genome; Gene; Cell biology; Genetics; Botany","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":[0.00005556292,0.0001333036,0.00009730129,0.00002428515,0.0003909233,0.00007542635,0.000179638,0.0003084741,0.00000636312],"category_scores_gemma":[0.00005285855,0.0001026544,0.00003555483,0.00001618175,0.0000536197,0.000008320283,0.00002098448,0.00009027054,0.000009206552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001177015,"about_ca_system_score_gemma":0.00007043919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009231189,"about_ca_topic_score_gemma":0.0006937825,"domain_scores_codex":[0.9992871,0.00001835314,0.00009911416,0.000302319,0.0001092044,0.000183941],"domain_scores_gemma":[0.9993983,0.000005256055,0.00009935912,0.000352694,0.00007406696,0.00007030669],"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":[0.0002671557,0.00002195012,0.001437652,0.00001187991,0.00002930338,0.000004990982,0.00003361909,0.00007155009,0.9902245,0.00004606846,0.002792789,0.005058546],"study_design_scores_gemma":[0.0008553547,0.0005400858,0.02225854,0.00001323867,0.00004579322,0.0001448571,0.00002302211,0.0001787921,0.9299886,0.00004788205,0.04570347,0.0002003885],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993961,0.004092029,0.0002935675,0.0003387381,0.0002672299,0.0003793238,0.0001041482,0.00001536305,0.0005486048],"genre_scores_gemma":[0.9940431,0.0002712424,0.001597899,0.000134819,0.0004479219,0.00005951635,0.0004340862,0.000017458,0.002994009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06023593,"threshold_uncertainty_score":0.4186123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009529368004426922,"score_gpt":0.2586919647682938,"score_spread":0.2491625967638669,"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."}}