{"id":"W1789954694","doi":"10.4271/2009-01-2867","title":"Development of Flax Fibre Reinforced Biocomposites for Potential Application for Automotive Industries","year":2009,"lang":"en","type":"article","venue":"SAE International journal of commercial vehicles","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Ministry of Agriculture - Saskatchewan","keywords":"Automotive industry; Manufacturing engineering; Automotive engineering; Engineering; Materials science; Composite material; Aerospace engineering","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":[0.0003940363,0.0001552319,0.0002979226,0.000223738,0.0001292366,0.00008422817,0.0007017752,0.0001085071,0.00001832561],"category_scores_gemma":[0.0001239003,0.0001359422,0.0001723545,0.0001010746,0.00006680939,0.0004180157,0.00005958202,0.0001211318,0.000003929856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001178549,"about_ca_system_score_gemma":0.0002377138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005369508,"about_ca_topic_score_gemma":0.000002548499,"domain_scores_codex":[0.9982861,0.00002434191,0.0008791288,0.0001335999,0.000490373,0.0001864119],"domain_scores_gemma":[0.9969826,0.0002058087,0.0008593694,0.00009963176,0.001782065,0.00007056377],"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":[0.0009083787,0.00003533906,0.00003320574,0.00001266601,0.00006456946,0.000001266363,0.0003463462,0.0009211756,0.9415486,0.002686845,0.0007858612,0.05265572],"study_design_scores_gemma":[0.001252348,0.0003345374,0.003748124,0.0001128777,0.00003366511,0.00002981656,0.00007024599,0.0005865141,0.9860696,0.001807411,0.005812967,0.0001419065],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.947172,0.0001073175,0.04949263,0.002100964,0.000535587,0.0004384317,0.00006639612,0.00002359011,0.00006310982],"genre_scores_gemma":[0.9416628,0.000006633396,0.05746834,0.0002334989,0.0004972122,0.00001377724,0.00005099929,0.00001064499,0.00005604127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05251382,"threshold_uncertainty_score":0.5543562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01637807609896503,"score_gpt":0.2889549215878999,"score_spread":0.2725768454889348,"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."}}