{"id":"W1973475495","doi":"10.1002/pc.10048","title":"Low‐velocity impacts in continuous glass fiber/polypropylene composites","year":2003,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Polytechnique Montréal","funders":"","keywords":"Materials science; Composite material; Delamination (geology); Flexural strength; Ultimate tensile strength; Polypropylene; Glass fiber; Izod impact strength test; Indentation; Flexural modulus; Toughness; Fracture toughness; Residual strength; Charpy impact test","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002296801,0.0005743991,0.0007338182,0.0003107351,0.000119903,0.0001599989,0.0004945188,0.0002317043,0.0006876583],"category_scores_gemma":[0.00004573086,0.000591555,0.0001956725,0.0005835334,0.0001022465,0.0002922236,0.00008909308,0.0005179309,0.0005225277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001647243,"about_ca_system_score_gemma":0.00003550024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009328451,"about_ca_topic_score_gemma":0.00003722443,"domain_scores_codex":[0.9972372,0.0001664178,0.0007255914,0.000486749,0.0004199204,0.0009641313],"domain_scores_gemma":[0.9984699,0.0003653702,0.00008834954,0.0006201493,0.00006276961,0.0003934246],"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":[0.00003382628,0.0002600381,0.01391307,0.00009184042,0.00006339418,0.00006330567,0.0001344248,0.0006142611,0.9804227,0.001932798,0.0004603688,0.002009986],"study_design_scores_gemma":[0.0009895787,0.0001160334,0.007109923,0.0001548012,0.00004860161,0.00005835936,0.00001812864,0.003978758,0.9857902,0.0001863385,0.0008320745,0.0007172221],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984486,0.005939202,0.0008758068,0.0001047985,0.0004190275,0.0004212554,0.00003112238,0.0007327487,0.006990045],"genre_scores_gemma":[0.9955422,0.00004883987,0.003701781,0.0001384236,0.00007363968,0.00005045217,0.00003540091,0.0001172867,0.0002920112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01105617,"threshold_uncertainty_score":0.9996536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00942179326518972,"score_gpt":0.2220081140008747,"score_spread":0.212586320735685,"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."}}