{"id":"W6906765993","doi":"10.17863/cam.95943","title":"An optimized transformation protocol for Anthoceros agrestis and three more hornwort species.","year":2022,"lang":"en","type":"article","venue":"Apollo (University of Cambridge)","topic":"Plant Molecular Biology Research","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Biotechnology and Biological Sciences Research Council; Engineering and Physical Sciences Research Council; Georges and Antoine Claraz Foundation; Rikkyo University; Universität Zürich; Université Laval; Deutsche Forschungsgemeinschaft; University of Oxford; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Transformation (genetics); Monophyly; Genome; Selection (genetic algorithm); Lineage (genetic)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.000822073,0.001257029,0.0009652643,0.001505168,0.0006993052,0.0004700175,0.001163087,0.0006032955,0.00453181],"category_scores_gemma":[0.0007450077,0.000573166,0.0008847205,0.001320965,0.0003270348,0.0003485564,0.0008310811,0.001630687,0.005917809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004134054,"about_ca_system_score_gemma":0.00102129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002332247,"about_ca_topic_score_gemma":0.007071512,"domain_scores_codex":[0.9986812,0.0002022207,0.0002754829,0.0003135486,0.0003775739,0.000149878],"domain_scores_gemma":[0.9994752,0.00008249181,0.00007295598,0.0001799891,0.0001386534,0.00005074947],"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":[0.00007672587,0.00008780671,0.0002281019,0.0001692682,0.00001565952,0.0001832326,0.00007067246,0.0001129417,0.9871021,0.000159802,0.001054294,0.01073938],"study_design_scores_gemma":[0.0001336032,0.0007854206,0.01591648,0.0001148071,0.0003434506,0.002430564,0.0001209791,0.002391331,0.7788877,0.0004619606,0.1982871,0.0001266166],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2615597,0.008103733,0.624985,0.001008696,0.001857447,0.01432944,0.04923128,0.0104918,0.02843298],"genre_scores_gemma":[0.1692599,0.005100149,0.5625546,0.0005964116,0.0001962243,0.008760846,0.2040769,0.002503028,0.04695193],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00453181,"threshold_uncertainty_score":0.01516038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02856022491980014,"score_gpt":0.2483897381844113,"score_spread":0.2198295132646111,"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."}}