{"id":"W4206211466","doi":"10.1016/j.scriptamat.2021.114479","title":"Metastable transition temperature in undercooled hypereutectic Al-Si alloys","year":2022,"lang":"en","type":"article","venue":"Scripta Materialia","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Supercooling; Materials science; Nucleation; Metastability; Silicon; Microstructure; Ostwald ripening; Thermodynamics; Metallurgy; Transition temperature; Activation energy; Condensed matter physics; Nanotechnology; Physical 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":[0.0001418972,0.0001575528,0.0002803898,0.0004137661,0.000314845,0.0004780024,0.0003086728,0.0002615257,0.002446199],"category_scores_gemma":[0.0003918198,0.0001994535,0.000125225,0.0002261455,0.0003758065,0.0003763963,0.0003031745,0.0002619882,0.0003459741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004969742,"about_ca_system_score_gemma":0.0003510544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002017597,"about_ca_topic_score_gemma":0.002972125,"domain_scores_codex":[0.9998875,0.000009036739,0.000006661317,0.00002832506,0.00004046087,0.00002810104],"domain_scores_gemma":[0.999884,0.00002718216,0.00002453313,0.00001269865,0.00003569863,0.00001591568],"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":[0.0005485982,0.00003371691,0.003946503,0.000116238,0.00002167161,0.0003928514,0.0002322173,0.003526719,0.9836661,0.004649519,0.0003445402,0.002521325],"study_design_scores_gemma":[0.00003855221,0.0003346991,0.03658808,0.00002252976,0.00002619447,0.0002781711,0.0002555028,0.03333097,0.9232986,0.002745594,0.003054854,0.00002630482],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954006,0.0004134732,0.001645597,0.00003861849,0.00001474734,0.000009009315,0.0001926304,0.00007278408,0.002212656],"genre_scores_gemma":[0.9988293,0.00005483006,0.0001890716,0.000004726301,0.000004332666,0.000005927986,0.0001145786,0.00002230165,0.0007750114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002446199,"threshold_uncertainty_score":0.00818336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008576650692840087,"score_gpt":0.1834122356199412,"score_spread":0.1748355849271011,"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."}}