{"id":"W4407894610","doi":"10.1016/j.mtcomm.2025.112004","title":"Hot deformation behavior of aluminum alloys: A comprehensive review on deformation mechanism, processing maps analysis and constitutive model description","year":2025,"lang":"en","type":"review","venue":"Materials Today Communications","topic":"Metallurgy and Material Forming","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Materials science; Deformation (meteorology); Constitutive equation; Mechanism (biology); Deformation mechanism; Composite material; Aluminium; Metallurgy; Forensic engineering; Structural engineering; Finite element method; Microstructure; Engineering","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":[0.0007205228,0.001409312,0.001277198,0.003275739,0.0003237299,0.00137495,0.00120574,0.001260792,0.002071314],"category_scores_gemma":[0.0008439288,0.0007372368,0.001244424,0.00291341,0.000443904,0.001694761,0.0004938116,0.0009714387,0.001358026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000589792,"about_ca_system_score_gemma":0.001080509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00226543,"about_ca_topic_score_gemma":0.002051654,"domain_scores_codex":[0.999731,0.00003160094,0.0000449914,0.00005993944,0.0001170357,0.0000153099],"domain_scores_gemma":[0.999501,0.0002492898,0.00006520153,0.00002756019,0.0001469673,0.00001004534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000863756,0.0002072497,0.001420055,0.04030771,0.0002194227,0.0005123377,0.0004094999,0.03231682,0.01650446,0.02615855,0.02191594,0.8599416],"study_design_scores_gemma":[0.00001390837,0.0003808927,0.003203084,0.006579507,0.0003855439,0.001820023,0.0002464544,0.02159469,0.009479081,0.01529748,0.9408348,0.0001646276],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002754807,0.971346,0.02008026,0.000401878,0.0002926303,0.0000392118,0.000296552,0.000138217,0.004650485],"genre_scores_gemma":[0.01170401,0.9734405,0.0108405,0.0001916,0.0004237737,0.00005297007,0.0004240147,0.00004600926,0.002876628],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003275739,"threshold_uncertainty_score":0.006929278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06879611827492711,"score_gpt":0.3164527741072288,"score_spread":0.2476566558323017,"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."}}