{"id":"W1569065267","doi":"10.1007/978-3-319-48231-6_31","title":"Physically-Based Model for Static Recrystallization in AZ31","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Metallurgy and Material Forming","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Recrystallization (geology); Solvent drag; Kinetics; Materials science; Dynamic recrystallization; Annealing (glass); Thermodynamics; Metallurgy; Grain boundary; Alloy; Hot working; Microstructure; Physics; Geology","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":[0.0002352549,0.000580454,0.001238172,0.0006393517,0.00084295,0.001363414,0.003016341,0.002274487,0.01747063],"category_scores_gemma":[0.0006120626,0.0005008791,0.000911897,0.0006127689,0.001049744,0.001775775,0.0008766932,0.001271876,0.003494299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001630552,"about_ca_system_score_gemma":0.001374198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01449947,"about_ca_topic_score_gemma":0.01301571,"domain_scores_codex":[0.999818,0.00002272159,0.000008860806,0.00002931819,0.00009178581,0.00002936385],"domain_scores_gemma":[0.9998823,0.00003276342,0.00001164061,0.00001982789,0.00004206336,0.00001127446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004970874,0.00005121091,0.0002416548,0.0001285597,0.00002090605,0.000168738,0.00009343832,0.7855791,0.005826686,0.1927157,0.004538953,0.01058535],"study_design_scores_gemma":[0.00001197478,0.000007554294,0.0001337693,0.000008488079,0.000005293475,0.00004527289,0.00001557968,0.9793262,0.0006084066,0.01569896,0.004126758,0.00001171427],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04568519,0.004093197,0.675965,0.001856554,0.0006694478,0.000184184,0.001511046,0.001706078,0.2683294],"genre_scores_gemma":[0.7389491,0.002697333,0.06439731,0.0005760604,0.0002081075,0.0003626291,0.001265746,0.001118488,0.1904253],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01747063,"threshold_uncertainty_score":0.0584451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02218106431974283,"score_gpt":0.2113261292076675,"score_spread":0.1891450648879247,"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."}}