{"id":"W4319591902","doi":"10.1007/978-3-031-22532-1_66","title":"Comparison of Additively Manufactured and Cast Aluminum A205 Alloy","year":2023,"lang":"en","type":"book-chapter","venue":"The minerals, metals & materials series","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; Polytechnique Montréal","funders":"","keywords":"Materials science; Alloy; Scanning electron microscope; Intergranular corrosion; Metallurgy; Dissolution; Microstructure; Precipitation; Crystallography; Composite material; Chemical engineering; Chemistry","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":[0.0001875036,0.0002279322,0.0002523034,0.001272494,0.0004066349,0.001178078,0.0007862828,0.000391464,0.009988901],"category_scores_gemma":[0.000530572,0.0001685402,0.0003503375,0.001265859,0.0002028146,0.0003845458,0.0003108182,0.0002164695,0.002124774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006669276,"about_ca_system_score_gemma":0.0004025088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004308004,"about_ca_topic_score_gemma":0.01235948,"domain_scores_codex":[0.9994911,0.00003621138,0.00001430159,0.00003105238,0.0004005222,0.00002678282],"domain_scores_gemma":[0.9997672,0.00006020653,0.00001899092,0.0000244038,0.0001201754,0.000009117695],"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":[0.002567221,0.0001766426,0.004057092,0.001267905,0.00008745502,0.0007971745,0.0003114811,0.007890452,0.7600443,0.00992865,0.006094246,0.2067774],"study_design_scores_gemma":[0.00009985757,0.002626486,0.06887782,0.0001523579,0.0002673408,0.001278037,0.0009020086,0.01595386,0.7789462,0.001851679,0.1289785,0.00006590415],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7215346,0.01347172,0.01032574,0.0001277375,0.0004334093,0.00007752563,0.002311652,0.0009330143,0.2507846],"genre_scores_gemma":[0.9227235,0.001687871,0.004366974,0.00005116321,0.00002392877,0.00001933443,0.002050993,0.0001753869,0.06890086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009988901,"threshold_uncertainty_score":0.03341621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03024358079109149,"score_gpt":0.2455147072115821,"score_spread":0.2152711264204906,"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."}}