{"id":"W2102404162","doi":"10.1371/journal.pone.0130371","title":"Genome Regions Associated with Functional Performance of Soybean Stem Fibers in Polypropylene Thermoplastic Composites","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Soybean genetics and cultivation","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of Guelph","funders":"Ministry of Agriculture, Food and Rural Affairs; Ontario Ministry of Research and Innovation; Agriculture and Agri-Food Canada; Ontario Ministry of Agriculture, Food and Rural Affairs","keywords":"Composite material; Materials science; Biocomposite; Polypropylene; Ultimate tensile strength; Composite number; Fiber; Thermoplastic; Flexural strength; Extrusion","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00008710952,0.00006380659,0.0001088743,0.00001120186,0.000042054,0.000009668347,0.00006734294,0.000036913,0.00003582544],"category_scores_gemma":[0.00001469285,0.00002543497,0.00001445815,0.0002343504,0.00003587824,0.00004286746,0.00001580118,0.00005168593,0.000006431431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002954963,"about_ca_system_score_gemma":0.00001054682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001982151,"about_ca_topic_score_gemma":0.0001047396,"domain_scores_codex":[0.9993993,0.00002817567,0.00011683,0.0001114942,0.0002318364,0.0001123677],"domain_scores_gemma":[0.9996772,0.00006201569,0.00007565216,0.00002884518,0.0001090604,0.00004723728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00009536427,0.0006313814,0.2805597,0.000006483632,0.00005130385,5.596359e-7,0.0001462473,0.0001044892,0.7181349,0.00003271778,0.00001395612,0.0002228979],"study_design_scores_gemma":[0.0002480232,0.0005898752,0.9786633,0.00008278165,0.00001953519,4.24451e-7,0.0002169888,0.0008784748,0.01917327,0.00003666483,0.000005109115,0.00008553173],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992864,0.00005391946,0.000001574483,0.0001662868,0.00001079522,0.0001119355,0.00001208563,0.00001802429,0.0003389559],"genre_scores_gemma":[0.9995449,0.000005418325,0.0000535646,0.0000242484,0.00004355321,0.000008359799,0.00007630111,8.729032e-7,0.0002428108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6989617,"threshold_uncertainty_score":0.1037208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07011798358390803,"score_gpt":0.1794965525003852,"score_spread":0.1093785689164772,"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."}}