{"id":"W3187418607","doi":"10.1520/jte20210170","title":"Measurement of Pull-Through Resistance of Substrate Boards for Commercial Roofing Using Different Techniques","year":2021,"lang":"en","type":"article","venue":"Journal of Testing and Evaluation","topic":"Structural Analysis of Composite Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Fastener; Composite material; Materials science; Substrate (aquarium); Structural engineering; Perlite; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005566189,0.0007029846,0.0002128328,0.0006313003,0.0001906746,0.0003356025,0.0003127037,0.0003260454,0.001371347],"category_scores_gemma":[0.001267025,0.0002503832,0.0002210182,0.0004389037,0.0002831632,0.0003658282,0.0002823429,0.0003624836,0.000306444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001539885,"about_ca_system_score_gemma":0.0001002126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005501736,"about_ca_topic_score_gemma":0.000953361,"domain_scores_codex":[0.9993914,0.00009764861,0.00004158929,0.0001616945,0.0002502874,0.00005737609],"domain_scores_gemma":[0.9988019,0.000443424,0.0002691187,0.0001535464,0.0002574582,0.00007456449],"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":[0.00007222108,0.00002222703,0.002919966,0.00003570003,0.000009250743,0.00004953898,0.00008858251,0.0001790182,0.9906875,0.00001123311,0.00001975134,0.005904944],"study_design_scores_gemma":[0.000006917432,0.0005018922,0.08138198,0.000009289019,0.00003396486,0.0001547705,0.000226526,0.002394191,0.9147525,0.00001786947,0.0005043047,0.00001581561],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898632,0.0001347481,0.009410085,0.000005274807,0.000007549057,0.00002529728,0.00009064127,0.00008266585,0.0003806052],"genre_scores_gemma":[0.9865074,0.0001319773,0.01226961,0.000009913638,0.00000485856,0.00003005614,0.0002043851,0.00004500221,0.0007967511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001371347,"threshold_uncertainty_score":0.00458765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1211669909317624,"score_gpt":0.3286389108649093,"score_spread":0.2074719199331469,"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."}}