{"id":"W560196399","doi":"10.1016/j.compscitech.2015.05.020","title":"Two-scale structural mechanical modeling of long fiber reinforced thermoplastics","year":2015,"lang":"en","type":"article","venue":"Composites Science and Technology","topic":"Composite Material Mechanics","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Deutsche Forschungsgemeinschaft","keywords":"Materials science; Composite material; Ultimate tensile strength; Fiber; Modulus; Dynamic mechanical analysis; Compression (physics); Polymer","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":[0.0002299312,0.0005525276,0.0006351897,0.0004295064,0.0006173907,0.0008824785,0.00141973,0.001967984,0.004700214],"category_scores_gemma":[0.0006507569,0.0005796228,0.0007176857,0.0003443704,0.0008106465,0.0007671834,0.0006750263,0.0006614301,0.0005872068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007811263,"about_ca_system_score_gemma":0.0008989353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009635235,"about_ca_topic_score_gemma":0.009483917,"domain_scores_codex":[0.9998816,0.00002683568,0.000005880245,0.00002059348,0.00003977962,0.00002526549],"domain_scores_gemma":[0.9997706,0.00009085191,0.0000402184,0.0000319941,0.00003931485,0.00002707273],"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":[0.00001638169,0.00005663347,0.0003098821,0.00001662441,0.000007494695,0.00006046601,0.00002550906,0.9913216,0.004147728,0.002317402,0.00006360051,0.001656617],"study_design_scores_gemma":[0.000002851111,0.000008065396,0.0001369407,0.000001143411,0.000001469859,0.000005018853,0.000006834296,0.9993361,0.0002597448,0.0001503241,0.00008922444,0.000002351805],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.800279,0.0003275031,0.1581568,0.0004263457,0.00009491573,0.00009644178,0.0003481134,0.0006520294,0.03961886],"genre_scores_gemma":[0.9785991,0.0001240371,0.01434341,0.00004625815,0.00001662339,0.00006727729,0.00009122137,0.0001081649,0.006603902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009635235,"threshold_uncertainty_score":0.0191583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01221420204852438,"score_gpt":0.2235330506818347,"score_spread":0.2113188486333103,"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."}}