{"id":"W1743002378","doi":"10.5376/bm.2011.02.0005","title":"Studies on Construction of Regeneration System and Genetic Transformation of &lt;i&gt;Puccinellia chinampoensis&lt;/i&gt;","year":2011,"lang":"en","type":"article","venue":"Bioscience Methods","topic":"Plant tissue culture and regeneration","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Regeneration (biology); Transformation (genetics); Biology; Biotechnology; Chemistry; Cell biology; Genetics; 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":[0.0004732462,0.0001123641,0.0001796781,0.00006981457,0.0000935618,0.000006007916,0.00008111229,0.0001054072,0.000001131652],"category_scores_gemma":[0.00008250601,0.0000852607,0.00004118158,0.0001341526,0.000232392,0.00001148801,0.00001830617,0.00002697502,4.771091e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001247436,"about_ca_system_score_gemma":0.00004151506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006084892,"about_ca_topic_score_gemma":0.00003869683,"domain_scores_codex":[0.9990373,0.0002024498,0.0003184201,0.0002259283,0.0001172544,0.0000986613],"domain_scores_gemma":[0.9994348,0.00001333944,0.0002047062,0.0001639921,0.0001467546,0.0000363972],"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":[0.00003152805,0.00001972413,0.00006753564,0.0000775447,0.00001959796,3.231005e-7,0.0006676567,0.00005907334,0.9864962,0.004563116,0.00004945008,0.007948222],"study_design_scores_gemma":[0.0001593137,0.0003406273,0.001929186,0.00004515883,0.00003452243,0.00004548007,0.0002220342,0.0007626159,0.9953864,0.00004995834,0.0009293739,0.00009528986],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9278764,0.00339634,0.0675237,0.00003838935,0.0004354988,0.0001846108,0.00001254545,0.000009352193,0.0005231657],"genre_scores_gemma":[0.8855936,0.0008612685,0.1133714,0.00001178985,0.00006650273,0.000007989256,0.00001626249,0.000004921266,0.00006631391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04584769,"threshold_uncertainty_score":0.347683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04045554045221226,"score_gpt":0.3062244243291027,"score_spread":0.2657688838768905,"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."}}