{"id":"W2752427240","doi":"","title":"Impact behavior of thin thermoplastic composites dependant on manufacturing parameters and layup","year":2012,"lang":"en","type":"article","venue":"NPARC","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thermoplastic composites; Composite material; Thermoplastic; Materials science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002172196,0.0004308907,0.0001819139,0.0006360039,0.0002263577,0.0001972275,0.0001734745,0.0002994587,0.001957387],"category_scores_gemma":[0.0003900491,0.0002472425,0.0001855606,0.0004536067,0.000261617,0.0002242444,0.0001420333,0.0003522023,0.0003267094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002221754,"about_ca_system_score_gemma":0.0001395578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008891137,"about_ca_topic_score_gemma":0.001999378,"domain_scores_codex":[0.9997235,0.00001950226,0.00001195968,0.00004011966,0.0001498631,0.0000551716],"domain_scores_gemma":[0.9994703,0.0002004018,0.0001159737,0.00004420882,0.0001280572,0.00004113189],"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":[0.0001685025,0.00002289562,0.0008667618,0.00006133353,0.000005710378,0.0001216188,0.00009949748,0.001022797,0.9947796,0.0000422834,0.00002487385,0.002784193],"study_design_scores_gemma":[0.000002632304,0.0005545793,0.01799729,0.00001089311,0.00001334647,0.0001219198,0.00008971975,0.003284634,0.9774702,0.00002522229,0.0004164166,0.0000129943],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972783,0.000546487,0.0009240588,0.000007566727,0.000006131563,0.0000123021,0.0001062738,0.00004274262,0.001076157],"genre_scores_gemma":[0.9978901,0.0003009484,0.0006286114,0.00000714996,0.000002464202,0.000007561513,0.000111528,0.00001366826,0.001038076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001957387,"threshold_uncertainty_score":0.006548107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01588634461680028,"score_gpt":0.2456686962628649,"score_spread":0.2297823516460646,"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."}}