{"id":"W4242890496","doi":"10.1520/stp12607s","title":"A Study on the Puncture Resistance of Rubber Materials Used in Protective Clothing","year":2008,"lang":"en","type":"book-chapter","venue":"ASTM International eBooks","topic":"Textile materials and evaluations","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut de recherche Robert-Sauvé en santé et en sécurité du travail; École de Technologie Supérieure; Université du Québec à Montréal","funders":"","keywords":"Clothing; Natural rubber; Resistance (ecology); Forensic engineering; Composite material; Materials science; Engineering; Political science; Law; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008677531,0.0003335497,0.0004685176,0.00019322,0.0001122433,0.0001051186,0.0006273099,0.0001773252,0.002377239],"category_scores_gemma":[0.0001653774,0.0002296195,0.0000936892,0.000016118,0.0001611481,0.0000655637,0.0001731055,0.0002407149,0.0002141994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001648979,"about_ca_system_score_gemma":0.0001440031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009378839,"about_ca_topic_score_gemma":0.0003482311,"domain_scores_codex":[0.9975532,0.0001556363,0.0007397116,0.0004675323,0.0008946892,0.0001892856],"domain_scores_gemma":[0.9984133,0.0002430249,0.0006106719,0.0004575298,0.000244704,0.00003073149],"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":[0.001109747,0.0003396484,0.00003706368,0.0000818713,0.0003094522,0.0001671061,0.02140305,0.0001167036,0.7058477,0.2663214,0.003930861,0.0003354222],"study_design_scores_gemma":[0.004900715,0.001129485,0.0106078,0.004536877,0.0002511723,0.00006545699,0.002053673,0.00001436558,0.7549958,0.1320767,0.08696567,0.002402374],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5711118,0.00002458199,0.00002865149,0.0005202919,0.00194512,0.002668824,0.0006221126,0.00006368136,0.4230149],"genre_scores_gemma":[0.886089,0.000002967512,0.00007661305,0.000147299,0.0002808319,0.0002864813,0.00001823175,0.00005487888,0.1130436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3149772,"threshold_uncertainty_score":0.9985347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05837328603473675,"score_gpt":0.2878801249027759,"score_spread":0.2295068388680391,"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."}}