{"id":"W4393029779","doi":"10.2355/isijinternational.isijint-2023-483","title":"Effect of Paint Baking Treatment on Mechanical Properties of Resistance Spot Welded Q&P 980 Steel","year":2024,"lang":"en","type":"article","venue":"ISIJ International","topic":"Advanced Welding Techniques Analysis","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Welding; Spot welding; Strain hardening exponent; Composite material; Hardening (computing); Work hardening; Tension (geology); Metallurgy; Ultimate tensile strength; Microstructure","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001834593,0.0001258989,0.0001970536,0.0001530801,0.00001108105,0.00001413323,0.000150257,0.00004676251,0.00006208986],"category_scores_gemma":[0.00006563039,0.00009626288,0.0001405888,0.0001055936,0.00002161651,0.00007097876,0.00002443159,0.00008125415,0.00001022014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002537393,"about_ca_system_score_gemma":0.000008031207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001318015,"about_ca_topic_score_gemma":0.00002334128,"domain_scores_codex":[0.9992274,0.00002931292,0.0002534317,0.0001534719,0.0002418163,0.0000945424],"domain_scores_gemma":[0.9996003,0.0001345238,0.00003560419,0.0001711776,0.00003859506,0.00001982274],"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":[0.0005050203,0.0001306497,0.00008100367,0.0008975056,0.00148527,0.00004113679,0.0004764626,0.07370616,0.8240641,0.04704335,0.0008549477,0.0507144],"study_design_scores_gemma":[0.0001723891,0.0001758243,0.00002141657,0.0007794254,0.00004841587,0.000002209167,0.000008150771,0.03605556,0.9545007,0.0005175036,0.007611953,0.000106466],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.948351,0.0007904921,0.04462894,0.0002132429,0.0005402108,0.0002515716,0.00004759041,0.0005068025,0.004670158],"genre_scores_gemma":[0.9960118,0.0001009356,0.003204678,0.000004835753,0.00006370804,0.00003776036,0.000008371807,0.00002432821,0.0005435969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1304366,"threshold_uncertainty_score":0.3925486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01698701194140727,"score_gpt":0.2796377828602065,"score_spread":0.2626507709187992,"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."}}