{"id":"W4412130894","doi":"10.55274/r0000140","title":"PR676-233801-R03 Circumferential Crack Hazard POF Analysis Process","year":2025,"lang":"en","type":"report","venue":"","topic":"Fatigue and fracture mechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Hazard; Process (computing); Hazard analysis; Materials science; Structural engineering; Forensic engineering; Computer science; Engineering; Reliability engineering; Chemistry; Programming language","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":[0.002866882,0.000964503,0.00061147,0.003580086,0.0009048079,0.004311786,0.002070344,0.001301132,0.1919112],"category_scores_gemma":[0.008545591,0.000544441,0.0009355739,0.001489612,0.0005235057,0.001850134,0.002418481,0.001118382,0.1892404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001885446,"about_ca_system_score_gemma":0.003792166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01169262,"about_ca_topic_score_gemma":0.008491576,"domain_scores_codex":[0.9964359,0.0004431964,0.0001246172,0.0004364006,0.002324257,0.0002356651],"domain_scores_gemma":[0.9950626,0.0008353291,0.0002118343,0.0008242104,0.002902884,0.0001630629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003111245,0.0002893221,0.003540216,0.0006295306,0.00004219621,0.000547639,0.0006148873,0.01644162,0.01386488,0.05114693,0.3467094,0.5658624],"study_design_scores_gemma":[0.00007185218,0.0001555019,0.00418071,0.0002883551,0.00001671098,0.0003224312,0.0003024409,0.02173843,0.01405714,0.01420593,0.9446054,0.00005512772],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00991875,0.0002202537,0.3404903,0.0007548205,0.0002294173,0.003641387,0.02988794,0.03547464,0.5793825],"genre_scores_gemma":[0.08832308,0.000689497,0.3859676,0.0006624349,0.0001918167,0.003704454,0.05960345,0.01720533,0.4436523],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1919112,"threshold_uncertainty_score":0.6420071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01856208164038845,"score_gpt":0.2815996775312981,"score_spread":0.2630375958909096,"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."}}