{"id":"W2899933443","doi":"10.2172/1416896","title":"The dual effect of tubulin manipulation on Populus wood formation and drought tolerance","year":2017,"lang":"en","type":"report","venue":"","topic":"Plant Gene Expression Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Xylem; Tubulin; Transgene; Hemicellulose; Microtubule; Lignin; Cell wall; Secondary cell wall; Cell biology; Biology; Microfibril; Botany; Cellulose; Biochemistry; 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":[],"consensus_categories":[],"category_scores_codex":[0.0005535536,0.0001866931,0.0002643946,0.0000412353,0.000175235,0.0000457755,0.00015576,0.0002906303,0.000007004202],"category_scores_gemma":[0.0002713465,0.000113463,0.0001227216,0.00002232524,0.00004190772,0.000004056106,0.0000961254,0.0001059357,0.000004740325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001830502,"about_ca_system_score_gemma":0.00007305627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005624511,"about_ca_topic_score_gemma":0.0001202903,"domain_scores_codex":[0.9988923,0.00009413898,0.0002948984,0.0002578508,0.0003334437,0.0001273668],"domain_scores_gemma":[0.9988002,0.00003586091,0.0004674492,0.0005494065,0.0001104977,0.00003655913],"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":[0.001066587,0.00005555917,0.001165756,0.0005250661,0.0005119797,0.00001422145,0.0000350317,0.0002478127,0.4991739,0.00003636226,0.4192222,0.0779455],"study_design_scores_gemma":[0.0006145572,0.0005777164,0.001243699,0.0001890907,0.0001773843,0.00008408373,0.000009544467,0.000814079,0.6240044,0.00001651442,0.3719639,0.0003049446],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8708565,0.003013045,0.0007008658,0.0002347523,0.0009288915,0.0007664682,0.0001300129,0.00002192287,0.1233476],"genre_scores_gemma":[0.9731477,0.003847378,0.0000433759,0.00001941493,0.0003048224,0.00002215457,0.0009680422,0.00001744221,0.02162967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1248305,"threshold_uncertainty_score":0.4626888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01541984014589458,"score_gpt":0.2915436669483806,"score_spread":0.276123826802486,"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."}}