{"id":"W2077491851","doi":"10.1520/jte20120192","title":"Loading Rate Concerns in ASTM C1609","year":2013,"lang":"en","type":"article","venue":"Journal of Testing and Evaluation","topic":"Mechanical Failure Analysis and Simulation","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Materials science; Composite material; Forensic engineering; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02075271,0.001482735,0.0006669105,0.003173757,0.00171217,0.002111171,0.003839938,0.003104906,0.004730867],"category_scores_gemma":[0.02851593,0.0006322487,0.000851476,0.002137666,0.001351034,0.00227597,0.001139308,0.001686927,0.003924521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001863819,"about_ca_system_score_gemma":0.002678629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005035612,"about_ca_topic_score_gemma":0.005802067,"domain_scores_codex":[0.9559594,0.009126091,0.005513808,0.001417628,0.02701693,0.0009661731],"domain_scores_gemma":[0.9567794,0.008305284,0.004877741,0.005081324,0.02453815,0.000418124],"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":[0.004197851,0.001236164,0.0312589,0.002420823,0.00009926169,0.002691242,0.002523305,0.02566712,0.5174481,0.04030306,0.08448033,0.287674],"study_design_scores_gemma":[0.0001838623,0.003143663,0.02586312,0.00104964,0.0001565654,0.002674855,0.000803531,0.01758131,0.5184196,0.005004633,0.4247911,0.0003280833],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4440253,0.01039252,0.251118,0.01224685,0.0117289,0.002281314,0.005202967,0.009766498,0.2532377],"genre_scores_gemma":[0.7614844,0.003464055,0.1633077,0.004859699,0.0009386922,0.001098732,0.005255111,0.002560726,0.05703077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02075271,"threshold_uncertainty_score":0.1097522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0659061160363886,"score_gpt":0.3005094444444965,"score_spread":0.2346033284081079,"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."}}