{"id":"W4394778050","doi":"10.62913/engj.v42i1.840","title":"Recommended Effective Throat Sizes for Flare Groove Welds to HSS","year":2005,"lang":"en","type":"article","venue":"Engineering Journal","topic":"Fatigue and fracture mechanics","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Steacie Institute for Molecular Sciences; University of Toronto","funders":"Canadian Institute of Steel Construction","keywords":"Welding; Bevel; Flare; Groove (engineering); Structural engineering; Materials science; Mechanical engineering; Engineering; Metallurgy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003580835,0.0004932581,0.0005235895,0.0008637395,0.0004500469,0.0007777401,0.001216387,0.0006834031,0.004783791],"category_scores_gemma":[0.008869884,0.0004942764,0.0004544231,0.0003140326,0.0005317714,0.00118513,0.0007031893,0.0004890281,0.0008926819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006180725,"about_ca_system_score_gemma":0.0007849505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008507806,"about_ca_topic_score_gemma":0.00241749,"domain_scores_codex":[0.9978396,0.0003647593,0.0003156885,0.0002626223,0.0009950878,0.0002222769],"domain_scores_gemma":[0.9929898,0.002788013,0.0008877521,0.0006127409,0.002222931,0.0004986657],"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":[0.001804144,0.0001812236,0.0251299,0.001397865,0.00003567759,0.0008145738,0.001160416,0.0104824,0.8251027,0.01050582,0.004663812,0.1187215],"study_design_scores_gemma":[0.0001613425,0.003541354,0.08016299,0.0001455266,0.00009656532,0.001614584,0.001153727,0.01323601,0.8663775,0.00246132,0.03089297,0.0001562297],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7479729,0.002131007,0.2283298,0.0002305261,0.0002277029,0.0005667174,0.0009047067,0.001812564,0.01782398],"genre_scores_gemma":[0.8988905,0.0005649113,0.0967392,0.00006656887,0.00001993495,0.0001665965,0.0006125677,0.0003903632,0.002549323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004783791,"threshold_uncertainty_score":0.01893753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005124221248772077,"score_gpt":0.2092783499056261,"score_spread":0.204154128656854,"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."}}