{"id":"W6981054343","doi":"","title":"Developing novel high strength 4xxx filler alloys for aluminum fusion welding of AA6xxx alloys","year":2024,"lang":"en","type":"other","venue":"Constellation (Université du Québec à Chicoutimi)","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Université du Québec à Chicoutimi","keywords":"Welding; Weldability; Filler metal; Gas tungsten arc welding; Heat-affected zone; Fusion welding; Filler (materials); Porosity; Arc welding; Flash welding","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001735936,0.0004046672,0.0002556515,0.0004913508,0.0001456331,0.0003077533,0.0004265772,0.0004722306,0.0007998179],"category_scores_gemma":[0.000177207,0.000226522,0.0004083817,0.0002252163,0.0001267053,0.0003738439,0.0002957546,0.0002667707,0.0006373913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002052271,"about_ca_system_score_gemma":0.0001254598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002494294,"about_ca_topic_score_gemma":0.0006711896,"domain_scores_codex":[0.9998567,0.000008146038,0.00001218532,0.00002103889,0.00008349105,0.00001854544],"domain_scores_gemma":[0.9999121,0.000005540529,0.00003028218,0.000007106234,0.00002968033,0.0000152214],"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":[0.0000214587,0.00001609729,0.0001068554,0.00009971904,0.000005078601,0.00007824902,0.00002185856,0.0002652277,0.9964054,0.0002125081,0.00005098394,0.002716518],"study_design_scores_gemma":[0.000008050561,0.0003919628,0.001123626,0.0000133978,0.00001662885,0.0001992886,0.00002525851,0.001899932,0.9891305,0.0000753121,0.007107493,0.000008512986],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9720721,0.004095057,0.01379928,0.00006035122,0.0001567314,0.00009973224,0.000130582,0.0003627235,0.009223514],"genre_scores_gemma":[0.9729618,0.001272192,0.0199598,0.0000279925,0.00002513648,0.00005495488,0.0001450646,0.00006594553,0.00548702],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0007998179,"threshold_uncertainty_score":0.002675593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01502590517127973,"score_gpt":0.2210326206920338,"score_spread":0.206006715520754,"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."}}