{"id":"W4403916220","doi":"10.1177/10996362241298164","title":"Recycled PET foam core sandwich panels with reinforced hybrid composite facesheets: A sustainable approach for enhanced impact resistance","year":2024,"lang":"en","type":"article","venue":"Journal of Sandwich Structures & Materials","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Sandwich-structured composite; Composite number; Materials science; Core (optical fiber); Composite material; Impact resistance; Sandwich panel","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003492527,0.0005520869,0.0009808243,0.0003308793,0.0001800586,0.0007131173,0.000456099,0.0001141312,0.000168931],"category_scores_gemma":[0.00002839483,0.0003763396,0.0002932487,0.0002694127,0.00007459294,0.0004663364,0.00004910564,0.0002954917,9.279032e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002294904,"about_ca_system_score_gemma":0.0001365194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001682305,"about_ca_topic_score_gemma":0.000002121356,"domain_scores_codex":[0.9975465,0.00005822834,0.0009167421,0.0003262854,0.0004652998,0.0006869271],"domain_scores_gemma":[0.9987324,0.0001174535,0.0002846613,0.0003466104,0.0003084154,0.0002104466],"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":[0.002063331,0.000008309378,0.00001105072,0.001935769,0.0008252718,0.0002557424,0.0004839471,0.01586974,0.9719352,0.0007617534,0.005498863,0.0003510896],"study_design_scores_gemma":[0.00219879,0.0004524786,0.0008233819,0.0004873079,0.0004117035,0.001685569,0.0003032268,0.002449152,0.9839995,0.004191274,0.002258104,0.000739496],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9486843,0.00396621,0.04435539,0.00002377847,0.001001946,0.000607668,0.0002452955,0.0002432063,0.0008722424],"genre_scores_gemma":[0.9922435,0.0001758144,0.005976991,0.00002608268,0.0006667934,0.00002908773,0.0001255892,0.0001202235,0.0006359308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04355922,"threshold_uncertainty_score":0.9998689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006327761368949225,"score_gpt":0.2348601893865972,"score_spread":0.2285324280176479,"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."}}