{"id":"W3094153828","doi":"10.1201/9781315189390-361","title":"Shear and Torsion Design Review – Australian and International Standards","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Torsion (gastropod); Shear (geology); Geology; Petrology; Biology; Zoology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.009061389,0.0009424574,0.0009419427,0.006263337,0.0009180847,0.001946476,0.003128186,0.001848548,0.01316437],"category_scores_gemma":[0.01042974,0.0007918601,0.0008369863,0.00565203,0.001406773,0.002287091,0.001445095,0.001876016,0.007294614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002667021,"about_ca_system_score_gemma":0.01030883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01311,"about_ca_topic_score_gemma":0.01677398,"domain_scores_codex":[0.9923971,0.0006974967,0.0008615716,0.0003929219,0.005425196,0.0002257347],"domain_scores_gemma":[0.9865388,0.001689305,0.0009388455,0.0005384412,0.009984066,0.0003106172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007854274,0.0001419095,0.0005948236,0.0122688,0.00003499525,0.000188867,0.0003429058,0.002197132,0.00643916,0.0296841,0.1344773,0.8135515],"study_design_scores_gemma":[0.0000022833,0.00006257983,0.0008543532,0.001725997,0.00001857362,0.0001222,0.00004765543,0.000125369,0.0008007477,0.0009385875,0.9952888,0.00001267607],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005986052,0.7277378,0.02109795,0.008384653,0.008973785,0.0005219985,0.001541339,0.0004850111,0.2252715],"genre_scores_gemma":[0.03467628,0.7727917,0.02924197,0.00712309,0.002008465,0.0006060221,0.004293737,0.0003827302,0.148876],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01316437,"threshold_uncertainty_score":0.04792172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02826135441704417,"score_gpt":0.2630958202792971,"score_spread":0.234834465862253,"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."}}