{"id":"W2946996596","doi":"10.25082/mer.2019.02.005","title":"Elastic modulus prediction for hybrid polymer composites","year":2019,"lang":"en","type":"article","venue":"Materials Engineering Research","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Reinforcement; Materials science; Composite material; Modulus; Elastic modulus; Ultimate tensile strength; Work (physics); Polymer; Thermodynamics; Physics","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":[0.0003058716,0.0006659412,0.0003172746,0.0006468124,0.0001371932,0.0003198857,0.0005730246,0.0009719233,0.001801973],"category_scores_gemma":[0.0009104781,0.0002466704,0.0004546506,0.0003589614,0.0002971213,0.0005455082,0.0003415455,0.0005817727,0.0008765445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002949599,"about_ca_system_score_gemma":0.000192015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001279119,"about_ca_topic_score_gemma":0.001024468,"domain_scores_codex":[0.9998683,0.00002132935,0.00000552645,0.00004211989,0.00004505998,0.0000176628],"domain_scores_gemma":[0.9997095,0.0001788553,0.00004160249,0.00002158233,0.00003819644,0.00001018356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001728985,0.00009898377,0.002160995,0.000260643,0.00002330373,0.0004617667,0.00006582959,0.8749062,0.09302747,0.008814952,0.0007912844,0.01921569],"study_design_scores_gemma":[0.000003779365,0.00002106051,0.0005917709,0.000009125349,0.000002765333,0.00004002839,0.000005707166,0.9912851,0.006225985,0.001358589,0.0004479843,0.000008065991],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4702676,0.002928432,0.5049383,0.0003830972,0.0001620727,0.0001123141,0.0005940246,0.0007858358,0.01982834],"genre_scores_gemma":[0.9773086,0.0008154569,0.0161411,0.00004442495,0.00003325461,0.00008776716,0.0001984486,0.00008214032,0.005288779],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001801973,"threshold_uncertainty_score":0.006028175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01815030172263737,"score_gpt":0.2749555896566322,"score_spread":0.2568052879339948,"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."}}