{"id":"W2056702511","doi":"10.2320/matertrans.mra2007271","title":"Fusion Zone Microstructure Evolution of Al-Alloyed TRIP Steel in Diode Laser Welding","year":2008,"lang":"en","type":"article","venue":"MATERIALS TRANSACTIONS","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; Austenite; Ferrite (magnet); Microstructure; Metallurgy; Lath; Bainite; Martensite; TRIP steel; Carbide; Scanning electron microscope; Composite material","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":[0.00009968401,0.00009793798,0.0001087274,0.0002527849,0.0001255977,0.0001523455,0.0001915273,0.0002078104,0.0006376882],"category_scores_gemma":[0.0001150034,0.0001630559,0.0001202398,0.0001762241,0.0001797692,0.0001136231,0.00007272149,0.0001347008,0.0001278021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003333623,"about_ca_system_score_gemma":0.0001104778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002191155,"about_ca_topic_score_gemma":0.002923967,"domain_scores_codex":[0.999934,0.000005994987,0.000002565622,0.00001578854,0.00003136024,0.00001032598],"domain_scores_gemma":[0.9999287,0.00001167568,0.00001795679,0.000004851058,0.0000296644,0.000007099753],"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":[0.00003662301,0.00000325101,0.000656574,0.00001656314,0.00000284816,0.000055866,0.00004522743,0.0002071371,0.9982738,0.00002896096,0.00001032655,0.0006627793],"study_design_scores_gemma":[0.00001122813,0.0002455151,0.07822828,0.000006186068,0.00001916315,0.0003051374,0.0001224521,0.003561183,0.9164072,0.0000416829,0.001039767,0.00001223356],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986034,0.000237586,0.0006194697,0.000005130757,0.00000185614,0.000004619754,0.0000650977,0.00001591352,0.0004469379],"genre_scores_gemma":[0.99878,0.00007653238,0.0004615114,0.000003592743,8.431256e-7,0.000003225832,0.00005901822,0.000004562177,0.0006108327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002191155,"threshold_uncertainty_score":0.004356742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00849437372304509,"score_gpt":0.1848457421307666,"score_spread":0.1763513684077215,"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."}}