{"id":"W4394933931","doi":"10.32370/ia_2024_01_6","title":"Innovative Composite Material with Pseudo-Porous Structure","year":2024,"lang":"en","type":"article","venue":"Intellectual Archive","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Composite number; Porosity; Engineering; Materials science; Composite material","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":[0.000144604,0.0001798755,0.000170103,0.0005854774,0.0002812119,0.000483386,0.000371565,0.0004601219,0.001931718],"category_scores_gemma":[0.000171286,0.00009820208,0.0002240818,0.0003196762,0.0002719917,0.0006745115,0.0003512451,0.0002889699,0.0003969447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002025106,"about_ca_system_score_gemma":0.0002958663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001195534,"about_ca_topic_score_gemma":0.0003093932,"domain_scores_codex":[0.9998754,0.000009112163,0.000005694795,0.00002908571,0.00006328358,0.00001731606],"domain_scores_gemma":[0.9998856,0.00002160075,0.00002257385,0.00001640373,0.00003267864,0.0000212408],"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":[0.0002043601,0.0001023849,0.0004305809,0.0006781432,0.00002014539,0.0004743152,0.0000789031,0.002337642,0.9118647,0.02165098,0.001873879,0.06028391],"study_design_scores_gemma":[0.00006636519,0.0008182976,0.003591585,0.00006602952,0.00008464503,0.003021576,0.0001195687,0.02098515,0.8682888,0.00558241,0.09730283,0.00007279495],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6913115,0.01939571,0.1947829,0.0008536223,0.001335303,0.0002330323,0.0009807822,0.001748056,0.08935907],"genre_scores_gemma":[0.9098486,0.00354382,0.06791247,0.0002038602,0.000172818,0.0001542163,0.0004150887,0.00006068265,0.01768864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001931718,"threshold_uncertainty_score":0.006462276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0124099287466689,"score_gpt":0.2298121216681134,"score_spread":0.2174021929214445,"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."}}