{"id":"W2851213822","doi":"10.1139/tcsme-2017-0079","title":"Mechanical, wear and thermal behaviour of hemp fibre/egg shell particle reinforced epoxy resin bio composite","year":2018,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materials science; Composite material; Epoxy; Composite number; Abrasive; Ultimate tensile strength; Tribology; Thermal stability; Flexural strength; Filler (materials)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002737556,0.0001653805,0.0002552435,0.0000355455,0.0002812335,0.00003706868,0.0003786536,0.0001700305,0.00009285981],"category_scores_gemma":[0.00002690057,0.000140623,0.0003414965,0.0002448127,0.0001412389,0.0001596313,0.00002624271,0.0001791946,0.000003578447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001228676,"about_ca_system_score_gemma":0.0001103228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004603731,"about_ca_topic_score_gemma":0.001467663,"domain_scores_codex":[0.9988036,0.00001626437,0.0003714386,0.0002125183,0.0002028839,0.0003933394],"domain_scores_gemma":[0.9990818,0.0001140556,0.00009029371,0.0003603623,0.0001082289,0.0002452561],"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":[0.00002171999,0.000005314929,0.000002800413,0.00005382535,0.00003654649,1.871389e-7,0.0001889176,0.003609021,0.9917958,0.004179241,0.00002460061,0.00008204887],"study_design_scores_gemma":[0.0003579261,0.0001494024,0.00004759514,0.00006702651,0.00008900762,0.000007640134,0.00004262555,0.07627801,0.9226488,0.00006739804,0.00009584134,0.0001487508],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9673498,0.00006890774,0.03111401,0.0005302805,0.0003118408,0.0004146943,0.0001364626,0.00006028998,0.00001375367],"genre_scores_gemma":[0.9828365,0.000004299452,0.01683298,0.00008349459,0.00004253707,0.0000170046,0.000002771775,0.00002756534,0.0001528844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07266899,"threshold_uncertainty_score":0.6959494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01037244941540898,"score_gpt":0.2135849933015786,"score_spread":0.2032125438861696,"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."}}