{"id":"W4402544736","doi":"10.1007/s00170-024-14393-y","title":"Activation mechanisms of slip systems during hot single point incremental forming of AA2024 sheet","year":2024,"lang":"en","type":"article","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"MD Precision (Canada)","funders":"National Natural Science Foundation of China","keywords":"Slip (aerodynamics); Incremental sheet forming; Materials science; Industrial and production engineering; Point (geometry); Sheet metal; Mechanical engineering; Engineering; Geometry; Composite material; Mathematics","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":[0.0001105071,0.0001555202,0.0002123416,0.0002079828,0.0004434283,0.0003334463,0.0003098767,0.0002366168,0.004520569],"category_scores_gemma":[0.0003848374,0.0002001863,0.0001504431,0.0001532444,0.0004827982,0.0003207007,0.0002148357,0.0002307618,0.000214443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002492965,"about_ca_system_score_gemma":0.0002919061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001008836,"about_ca_topic_score_gemma":0.001051405,"domain_scores_codex":[0.9999276,0.000006661927,0.000002197969,0.0000101263,0.00002607101,0.00002726136],"domain_scores_gemma":[0.9998792,0.00005131566,0.00002020298,0.00001515393,0.00001934776,0.00001478883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002429579,0.0001855466,0.008848492,0.0002576623,0.00004162176,0.00160958,0.001717047,0.05456818,0.8944267,0.0109841,0.001113259,0.02381827],"study_design_scores_gemma":[0.00006784606,0.0006791679,0.03423584,0.00001848268,0.00003129567,0.0004567972,0.001022037,0.2734625,0.6845167,0.002565751,0.002881483,0.00006214793],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956359,0.00007299184,0.001441532,0.00002918787,0.00001062846,0.000007730122,0.00002170184,0.00004339683,0.00273691],"genre_scores_gemma":[0.9993539,0.00001340692,0.0001654157,0.000002710079,8.629777e-7,0.000001809573,0.00001302957,0.000004497116,0.0004443992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004520569,"threshold_uncertainty_score":0.01512277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009059768404180126,"score_gpt":0.2409081096321851,"score_spread":0.231848341228005,"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."}}