{"id":"W2147513285","doi":"10.1154/1.3425715","title":"Stress analysis on Canadian naval platforms using a portable miniature X-ray diffractometer","year":2010,"lang":"en","type":"article","venue":"Powder Diffraction","topic":"Structural Integrity and Reliability Analysis","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada","funders":"Defence Research and Development Canada","keywords":"Submarine; Hull; Residual stress; Stress (linguistics); Navy; Marine engineering; Envelope (radar); Structural engineering; Engineering; Superposition principle; Submarine pipeline; Forensic engineering; Materials science; Telecommunications; Composite material; Geotechnical engineering; Geography; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003802417,0.0005809266,0.0004214759,0.001871778,0.001457384,0.0004650312,0.0008888291,0.0003077258,0.002495137],"category_scores_gemma":[0.0005524065,0.0003160365,0.0003292494,0.002960334,0.0004464341,0.0002288385,0.0003815859,0.0004303236,0.0003380647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003489836,"about_ca_system_score_gemma":0.003645312,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5719029,"about_ca_topic_score_gemma":0.7231871,"domain_scores_codex":[0.9993122,0.0000137056,0.00002419142,0.0000948929,0.0004838864,0.00007111177],"domain_scores_gemma":[0.9994252,0.00002878053,0.00005218104,0.00002683126,0.0004279437,0.00003911051],"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":[0.0002881286,0.00009777146,0.03354197,0.0002387288,0.00004483203,0.0005335197,0.001168331,0.006379262,0.8992043,0.0006835394,0.002849543,0.05497017],"study_design_scores_gemma":[0.00004162627,0.0007398038,0.4945053,0.00005515847,0.0001049696,0.0007183017,0.002287872,0.01493565,0.465225,0.0001902231,0.02107116,0.0001248569],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98352,0.0003877773,0.006000297,0.0001329393,0.00002792833,0.00008434871,0.003093033,0.000283163,0.006470443],"genre_scores_gemma":[0.9716586,0.001051757,0.01681578,0.00006555174,0.00001245511,0.00005706303,0.002723265,0.00005387508,0.007561574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4280971,"threshold_uncertainty_score":0.8612366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01070726773200245,"score_gpt":0.2368121366019286,"score_spread":0.2261048688699262,"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."}}