{"id":"W2002250679","doi":"10.1016/j.matchar.2009.03.005","title":"Grain misorientation in thixo-billets prepared by melt stirring","year":2009,"lang":"en","type":"article","venue":"Materials Characterization","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Misorientation; Materials science; Electron backscatter diffraction; Liquidus; Microstructure; Slurry; FOIL method; Metallurgy; Alloy; Diffraction; Optical microscope; Dislocation; Phase (matter); Solid solution; Scanning electron microscope; Composite material; Grain boundary; Optics","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":[0.000121112,0.000126487,0.0001725281,0.0001694995,0.0001841298,0.0002686923,0.000176588,0.0001935844,0.00177548],"category_scores_gemma":[0.0002828762,0.0001778046,0.00007407525,0.000193587,0.00017948,0.0002144732,0.00009013303,0.0002583446,0.0002133236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002145747,"about_ca_system_score_gemma":0.0001282458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009755898,"about_ca_topic_score_gemma":0.001776028,"domain_scores_codex":[0.9999386,0.000005988238,0.000004662541,0.00001612919,0.00001520076,0.00001941726],"domain_scores_gemma":[0.9998995,0.00002613642,0.00003533803,0.00001073724,0.00001809285,0.00001024132],"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":[0.0002482403,0.000005950127,0.0002614011,0.00002295522,0.000003599297,0.00005608489,0.00005198668,0.0001107749,0.9985352,0.0001265077,0.00005133855,0.0005260422],"study_design_scores_gemma":[0.00001881776,0.0000945818,0.003571354,0.000003280343,0.000005300023,0.00002899036,0.00005901339,0.0007384691,0.9948683,0.00002168556,0.0005855861,0.00000455759],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988399,0.0001112425,0.0002753123,0.00001754231,0.000007617582,0.00000280955,0.00008249238,0.00001355731,0.0006495218],"genre_scores_gemma":[0.9980925,0.00006460856,0.0004040894,0.000006082639,0.000002633234,0.000004388775,0.0001158373,0.00002118594,0.001288688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00177548,"threshold_uncertainty_score":0.005939543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003274042287948761,"score_gpt":0.1790238352688474,"score_spread":0.1757497929808987,"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."}}