{"id":"W1923616211","doi":"10.1002/9780470054581.eib563","title":"Toxin Resistant Plants from Plant Cell Culture and Transformation","year":2010,"lang":"en","type":"other","venue":"Encyclopedia of Industrial Biotechnology","topic":"Plant tissue culture and regeneration","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Transformation (genetics); Toxin; Biology; Microbiology; Genetics; Gene","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00005735121,0.0002592948,0.0003174306,0.0001252859,0.00003788951,0.000008302422,0.0002063015,0.00421711,0.00009516058],"category_scores_gemma":[0.00003831259,0.0002094874,0.00005060973,0.00005422046,0.000141246,0.000002706301,0.00005180317,0.0005156874,0.000008319713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006675225,"about_ca_system_score_gemma":0.0001042462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008391943,"about_ca_topic_score_gemma":0.004867942,"domain_scores_codex":[0.9990497,0.00003597459,0.0002748447,0.0003592787,0.0001044934,0.0001757047],"domain_scores_gemma":[0.9993911,0.000006928336,0.0002572516,0.0002784908,0.00001357355,0.00005264512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009409137,0.0000295109,0.00001911071,0.00001445382,0.00005106944,0.000005303944,0.00005829273,1.433642e-7,0.6904626,0.0000869283,0.3045111,0.004667361],"study_design_scores_gemma":[0.0005279304,0.0001471598,0.00000216827,0.00004551951,0.00002984316,0.000007612602,0.00004591262,6.88269e-7,0.3344114,0.00001217334,0.6646038,0.0001657873],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1236482,0.03689616,0.0006194069,0.001722986,0.004600554,0.002390292,0.0175871,0.0003618722,0.8121735],"genre_scores_gemma":[0.04745128,0.147017,0.004832745,0.000243505,0.01115255,0.00011776,0.04342151,0.0007207845,0.7450429],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3600926,"threshold_uncertainty_score":0.9970756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008798656898719254,"score_gpt":0.205542052046455,"score_spread":0.1967433951477357,"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."}}