{"id":"W2902699295","doi":"10.1051/matecconf/201823702007","title":"Innovative Multilayer Polymer-glass Composites Reinforced with Metal-ceramic Foam","year":2018,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Material Properties and Applications","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Independent Electricity System Operator; Uniwersytet Szczeciński","keywords":"Materials science; Composite material; Ceramic; Polyester; Bending; Composite number; Flexural strength; Polyester resin; Polymer","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001518628,0.0001648465,0.0002831143,0.00007040925,0.0001486486,0.000119236,0.0003420611,0.00005346344,0.002883234],"category_scores_gemma":[0.00001277625,0.0001065699,0.00002235969,0.0002458389,0.000583664,0.0001728799,0.00009599849,0.00004618935,0.0002198387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009507802,"about_ca_system_score_gemma":0.000246758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008008764,"about_ca_topic_score_gemma":0.00005521694,"domain_scores_codex":[0.9989383,0.00003688193,0.0003342663,0.0002428154,0.0002183295,0.0002294203],"domain_scores_gemma":[0.9989768,0.00003319266,0.0002325804,0.0002767532,0.0004354707,0.00004526057],"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":[0.0001067853,0.0000190043,0.0002059844,0.00002725317,0.00001573629,3.80385e-7,0.0001671046,0.00000564803,0.9611461,0.03793382,0.0001267081,0.0002454532],"study_design_scores_gemma":[0.0003000697,0.0003188791,0.0006491567,0.00005386001,0.0000145112,0.000003326488,0.0002211236,0.001024274,0.9930943,0.0001435309,0.004008279,0.0001687511],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697663,0.00003302005,0.0005583796,0.0003043721,0.0001464541,0.0002366381,0.00004505105,0.00009005208,0.02881979],"genre_scores_gemma":[0.9975756,0.000005882304,0.0009209473,0.0001093229,0.00007280782,0.00004406985,0.00001168132,0.00001187753,0.00124785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03779029,"threshold_uncertainty_score":0.9980283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02318574663895441,"score_gpt":0.2538924310718649,"score_spread":0.2307066844329105,"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."}}