{"id":"W4211160565","doi":"10.1385/1597451304","title":"Agrobacterium Protocols","year":2006,"lang":"en","type":"book","venue":"Humana Press eBooks","topic":"Plant tissue culture and regeneration","field":"Biochemistry, Genetics and Molecular Biology","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Directorate for Biological Sciences; Canadian Immunization Research Network; University of Illinois at Urbana-Champaign; Monash University; La Trobe University; Department of Biological Sciences, Purdue University; Vrije Universiteit Brussel; University of Leeds; Centre National de la Recherche Scientifique; Purdue University; University of Nebraska-Lincoln; Department of Agronomy, Iowa State University; University of Wisconsin-Madison; Iowa State University; Commonwealth Scientific and Industrial Research Organisation; DuPont; University of Pennsylvania; DuPont Pioneer; University of Calcutta; University of Minnesota; Samuel Roberts Noble Foundation","keywords":"Biology; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004646593,0.0002936644,0.0002247888,0.00002713999,0.00009237544,0.00006314719,0.0002468721,0.0005576222,0.00001179027],"category_scores_gemma":[0.000003417019,0.0002576398,0.0001151859,0.000002181466,0.00007264051,0.000001308906,0.0001007039,0.0001565106,0.00001584667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002473169,"about_ca_system_score_gemma":0.0001690795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008406876,"about_ca_topic_score_gemma":0.0006079996,"domain_scores_codex":[0.998979,0.00002964662,0.0002316693,0.0004158638,0.0001394074,0.0002044524],"domain_scores_gemma":[0.9992773,0.000002215607,0.0001629316,0.000433991,0.00007325644,0.00005028822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002474323,0.00001555792,2.689316e-7,0.0001212654,0.00007684839,0.00001563687,0.00001909925,0.000006593285,0.05244644,0.001889702,0.9423915,0.002992325],"study_design_scores_gemma":[0.0002145075,0.00009238661,0.000004472533,0.00008475303,0.00004010838,0.00001637174,2.687879e-7,9.84763e-7,0.05249772,0.00008473831,0.9466462,0.0003175242],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004175105,0.002494799,0.00006577789,0.000005504845,0.0001286543,0.004560453,0.0001050584,0.00003636748,0.9925616],"genre_scores_gemma":[0.00005659324,0.00003490506,0.0000601428,0.00008777617,0.002334236,0.002252915,0.003317029,0.00005429748,0.9918021],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.004254641,"threshold_uncertainty_score":0.9999876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03633439797801524,"score_gpt":0.2685820440225063,"score_spread":0.2322476460444911,"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."}}