{"id":"W2783283927","doi":"10.3390/met8010048","title":"Microstructure and Tensile-Shear Properties of Resistance Spot-Welded Medium Mn Steel","year":2018,"lang":"en","type":"article","venue":"Metals","topic":"Advanced Welding Techniques Analysis","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; Austenite; Microstructure; Martensite; Spot welding; Metallurgy; Lath; Welding; Base metal; Ultimate tensile strength; Ferrite (magnet); Indentation hardness; Volume fraction; Heat-affected zone; 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":[0.0001193676,0.0001253662,0.00008838387,0.0003048184,0.0001119959,0.0001246662,0.0001289663,0.0001681205,0.000708836],"category_scores_gemma":[0.0001792994,0.0001130857,0.0001351311,0.0001446355,0.0001705676,0.00009331547,0.00006134155,0.0001015392,0.00009782123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001941012,"about_ca_system_score_gemma":0.00008744795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002717476,"about_ca_topic_score_gemma":0.003846483,"domain_scores_codex":[0.9999224,0.000005179552,0.000006108424,0.00001742699,0.00003820556,0.00001067548],"domain_scores_gemma":[0.9998807,0.00001168305,0.00002821799,0.000009066009,0.00005141203,0.00001888948],"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":[0.00004674794,0.000003945349,0.001270211,0.00001426584,0.000002890807,0.00005020734,0.00002848315,0.0002039535,0.9976853,0.00002440478,0.00001004361,0.0006595274],"study_design_scores_gemma":[0.0000136875,0.001065167,0.2194075,0.000009084956,0.00003393947,0.0004006241,0.0001591843,0.003519974,0.7742641,0.000044742,0.001063023,0.00001896234],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991471,0.00009028821,0.0003894847,0.000003450995,0.000001900898,0.000003287509,0.00005367495,0.000009974727,0.0003008812],"genre_scores_gemma":[0.9991201,0.00004368721,0.0003028964,0.000003131328,0.000001036791,0.000001914564,0.00007298683,0.000002697806,0.0004515537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002717476,"threshold_uncertainty_score":0.00540334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01378464693999812,"score_gpt":0.2245758440310043,"score_spread":0.2107911970910062,"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."}}