{"id":"W4303958846","doi":"10.3390/nano12193448","title":"Characteristics of Cellulose Nanofibrils from Transgenic Trees with Reduced Expression of Cellulose Synthase Interacting 1","year":2022,"lang":"en","type":"article","venue":"Nanomaterials","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Kempestiftelserna; Luleå Tekniska Universitet; Svenska Forskningsrådet Formas; Kempe Foundation","keywords":"Cellulose; Ultimate tensile strength; Microfibril; Materials science; Spinning; Transgene; Chemical engineering; Chemistry; Composite material; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001580276,0.0001669258,0.00009472809,0.0003008698,0.0001350843,0.0001376364,0.00009298796,0.0002295336,0.0004831506],"category_scores_gemma":[0.0001673269,0.00009856214,0.0001630497,0.00009859429,0.000130739,0.0001674952,0.00008626579,0.0002594579,0.00009503327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009933671,"about_ca_system_score_gemma":0.00004756529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005899643,"about_ca_topic_score_gemma":0.0009311864,"domain_scores_codex":[0.9999356,0.000005409637,0.000007304818,0.00001924672,0.00001951335,0.00001292734],"domain_scores_gemma":[0.999567,0.00008684445,0.0001657834,0.00001920712,0.00008679584,0.00007447244],"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":[0.0000153256,0.000003360406,0.0001316891,0.000006785993,0.000001527928,0.00001764008,0.000009901379,0.00001540057,0.9996378,0.00001026427,0.000004559495,0.0001456946],"study_design_scores_gemma":[0.000005885473,0.0001444347,0.04755452,0.00001016215,0.0000210283,0.0002853952,0.00006195564,0.001326037,0.9496573,0.00004322904,0.0008797299,0.00001022824],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955664,0.0003336986,0.003082847,0.00002027351,0.00001355407,0.0000162741,0.0003499452,0.00004877844,0.0005681406],"genre_scores_gemma":[0.9927442,0.0001923708,0.004299016,0.00004069495,0.00000879798,0.00003965967,0.0009658398,0.00005179309,0.001657596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005899643,"threshold_uncertainty_score":0.001616299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02209454555555451,"score_gpt":0.2757507523571178,"score_spread":0.2536562068015633,"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."}}