{"id":"W2140180802","doi":"10.4028/www.scientific.net/msf.790-791.323","title":"&lt;i&gt;In Situ&lt;/i&gt; Investigation of Grain Migration by TGZM during Solidification in a Temperature Gradient","year":2014,"lang":"en","type":"article","venue":"Materials science forum","topic":"Solidification and crystal growth phenomena","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"European Synchrotron Radiation Facility","keywords":"Equiaxed crystals; Temperature gradient; Materials science; Directional solidification; Microstructure; Synchrotron; Alloy; Dendrite (mathematics); Eutectic system; Phase (matter); Diffusion; Zone melting; Grain boundary; Synchrotron radiation; Dissolution; Metallurgy; Thermodynamics; Optics; Chemical engineering; Chemistry; Geometry","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":[0.0001237586,0.0002248769,0.0002018727,0.0001878146,0.0002362104,0.0002538065,0.000290449,0.0002069031,0.001494065],"category_scores_gemma":[0.0001171877,0.0001674842,0.0001363721,0.0002680299,0.0003306249,0.0002100236,0.0002346823,0.0003253828,0.0003179347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002505467,"about_ca_system_score_gemma":0.00009902083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001240691,"about_ca_topic_score_gemma":0.001332815,"domain_scores_codex":[0.9998747,0.00001115142,0.00000553044,0.0000456408,0.00003273325,0.00003025477],"domain_scores_gemma":[0.9998759,0.00002254195,0.00004131999,0.00002404274,0.00002623657,0.000009943124],"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":[0.00004368715,0.00000986816,0.0002887692,0.00001749449,0.000002058443,0.00003730311,0.00005095819,0.00009612158,0.9982871,0.00007423075,0.00004351181,0.001048899],"study_design_scores_gemma":[0.00000310999,0.00005700002,0.00180795,0.000001215392,0.000004524703,0.00004914023,0.00003785967,0.00124319,0.9962925,0.00001594674,0.000484384,0.000003152817],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908054,0.0001822012,0.006626047,0.00003815976,0.00001124926,0.00001599229,0.0002457346,0.0001400234,0.001935115],"genre_scores_gemma":[0.9928623,0.0001346679,0.005138436,0.00001430711,0.0000067294,0.00002114054,0.0001714004,0.00005006761,0.001601063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001494065,"threshold_uncertainty_score":0.004998207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00885762126096176,"score_gpt":0.2201081193504721,"score_spread":0.2112504980895103,"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."}}