{"id":"W4404887661","doi":"10.1002/marc.202400274","title":"Auxetic Closed Cell Nylon Foams Produced by Vacuum and Mechanical Compression (VMC)","year":2024,"lang":"en","type":"article","venue":"Macromolecular Rapid Communications","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Auxetics; Materials science; Composite material; Ultimate tensile strength; Differential scanning calorimetry; Compressive strength; Scanning electron microscope; Modulus; Compression (physics); Dynamic mechanical analysis; Polymer","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":[],"consensus_categories":[],"category_scores_codex":[0.0001074941,0.0002109643,0.0001795592,0.00006858453,0.0001986274,0.0001718106,0.0006111669,0.0001015546,0.00006173526],"category_scores_gemma":[0.000005214714,0.0002103359,0.00009095855,0.0002366223,0.00007129833,0.00006682071,0.0003185746,0.0003988674,0.00003349745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003491166,"about_ca_system_score_gemma":0.0000145322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001340246,"about_ca_topic_score_gemma":0.000002929318,"domain_scores_codex":[0.9989887,0.000118745,0.0002361842,0.0002700232,0.0001526269,0.000233716],"domain_scores_gemma":[0.9984605,0.00007022855,0.00001789874,0.001338716,0.0000247302,0.00008794753],"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":[0.00000324126,0.00003565287,0.000002408684,0.0001113682,0.00005194405,0.000009037826,0.0001754706,0.00004958311,0.9840161,0.001638987,0.002112238,0.01179403],"study_design_scores_gemma":[0.0004018617,0.00006450161,0.00005731501,0.0001138547,0.0001165678,0.00004790978,0.00004311974,0.1462142,0.7318346,0.001856963,0.1187799,0.0004692831],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5751091,0.3499951,0.04978604,0.003302291,0.001002818,0.001517503,0.0001662145,0.002966237,0.01615471],"genre_scores_gemma":[0.9958305,0.001872116,0.001845508,0.00005835792,0.00002034017,0.00005131394,0.0001702896,0.00006352633,0.0000880462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4207214,"threshold_uncertainty_score":0.8577251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004631055180573925,"score_gpt":0.2023566131698667,"score_spread":0.1977255579892928,"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."}}