{"id":"W4416915012","doi":"10.7202/1121621ar","title":"Cripping Failure","year":2024,"lang":"en","type":"article","venue":"RACAR Revue d art canadienne","topic":"Mechanical Failure Analysis and Simulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001260822,0.00009813193,0.0001357281,0.0001086655,0.00003963407,0.00006516505,0.00007625513,0.00006137164,0.000538595],"category_scores_gemma":[0.00002301414,0.00009768267,0.00009030937,0.0002705773,0.000005598394,0.0001157337,0.00000946773,0.0001464736,0.0004688576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001037258,"about_ca_system_score_gemma":0.000009318445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007477708,"about_ca_topic_score_gemma":0.007809105,"domain_scores_codex":[0.9993572,0.000009819481,0.0001658112,0.0001624944,0.00005049916,0.0002542248],"domain_scores_gemma":[0.9996248,0.0000372522,0.000006480056,0.0001701732,0.00001848336,0.0001427575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004124462,0.00001608382,0.0001307705,0.001016988,0.0005896505,0.0005733578,0.001382482,0.2052452,0.04179298,0.3274201,0.134604,0.2872243],"study_design_scores_gemma":[0.0000231534,0.000005694304,0.00002185467,0.00005899481,0.00002523382,0.000009560353,0.00002016755,0.3733367,0.0001910077,0.0004643509,0.6257457,0.00009761056],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9117174,0.002302434,0.05044087,0.003934813,0.00252462,0.000316314,0.00004555322,0.001771914,0.02694604],"genre_scores_gemma":[0.9966434,0.00001893297,0.0003750171,0.00005823873,0.0003317547,0.000007106793,0.00003583782,0.00002801181,0.002501684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4911416,"threshold_uncertainty_score":0.6026372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006285934429457373,"score_gpt":0.1788451655781729,"score_spread":0.1725592311487155,"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."}}