{"id":"W4387144401","doi":"10.1115/gt2023-101520","title":"Effect of Heat Treatment on the Morphology of γ′ Precipitates in LW 4275 and LW 4280","year":2023,"lang":"en","type":"article","venue":"","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Solvus; Materials science; Superalloy; Microstructure; Precipitation; Volume fraction; Scanning electron microscope; Metallurgy; Analytical Chemistry (journal); Chemistry; Composite material; Chromatography","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":[0.00008980728,0.0001916389,0.0001780496,0.0002176535,0.00017466,0.0002335047,0.0001718669,0.0001586058,0.001088493],"category_scores_gemma":[0.0001781574,0.0001625043,0.0001716077,0.0001509357,0.0002368124,0.0001872753,0.0001703329,0.0001946193,0.0001442985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002744586,"about_ca_system_score_gemma":0.0001721612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002356739,"about_ca_topic_score_gemma":0.005851012,"domain_scores_codex":[0.9998891,0.000005897761,0.000006701452,0.0000273122,0.000045295,0.00002566627],"domain_scores_gemma":[0.9999269,0.00001100926,0.00002153331,0.000007293269,0.00002371354,0.000009438642],"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":[0.00003985165,0.000002972721,0.0002199001,0.00002500311,0.000002894361,0.00002163496,0.00003403492,0.00008243943,0.9988387,0.00002188049,0.000009659931,0.0007010129],"study_design_scores_gemma":[0.000004012388,0.0001184147,0.008284668,0.000003004125,0.000009183589,0.00003825208,0.00008537638,0.0004237741,0.9902429,0.00001180132,0.0007737651,0.000004751805],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985741,0.0002151818,0.0004622251,0.000009065386,0.000005193372,0.000007822397,0.00006390787,0.00001908405,0.0006432894],"genre_scores_gemma":[0.9981553,0.00009850803,0.0006511172,0.00000777053,0.000001761268,0.00001025234,0.0000698989,0.00001527008,0.0009901348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002356739,"threshold_uncertainty_score":0.004686117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009843057424578637,"score_gpt":0.2283194509546711,"score_spread":0.2184763935300925,"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."}}