{"id":"W1978599309","doi":"10.1117/12.484695","title":"Effects of growth rate and composition on the microstructure of directionally solidified NiMnGa alloys","year":2003,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Shape Memory Alloy Transformations","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada; Dalhousie University","funders":"","keywords":"Ingot; Eutectic system; Materials science; Microstructure; Directional solidification; Stoichiometry; Phase (matter); Growth rate; Metallurgy; Composite material; Alloy; 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":[0.0001461243,0.0003087952,0.0002406477,0.0002000989,0.0001430868,0.0003565239,0.0001946039,0.0001747155,0.0007509527],"category_scores_gemma":[0.0004942015,0.000254908,0.00009880087,0.0001840471,0.0001245051,0.000172152,0.0001695597,0.0002046044,0.0002869854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002676619,"about_ca_system_score_gemma":0.0001997885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001274211,"about_ca_topic_score_gemma":0.00405402,"domain_scores_codex":[0.9998825,0.00001502278,0.00001586019,0.00002751746,0.00003944063,0.00001964706],"domain_scores_gemma":[0.9997187,0.00008829269,0.00006727333,0.00003219592,0.00005427652,0.0000393632],"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":[0.00009094602,0.000008601932,0.0002273389,0.00001577887,0.000002397338,0.00002119795,0.0000199379,0.0001191239,0.998743,0.00002749247,0.000009251067,0.0007149694],"study_design_scores_gemma":[0.000004406811,0.00005997749,0.00137376,0.000002393462,0.00000447927,0.00001672358,0.00001250053,0.000682689,0.9974989,0.000004870393,0.0003367956,0.000002406236],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986314,0.0002592152,0.000298932,0.00001365992,0.000006093456,0.000006775574,0.0001029395,0.00003499903,0.0006459806],"genre_scores_gemma":[0.9971101,0.0002812819,0.001260522,0.000008185986,0.00000358275,0.00001468525,0.0001463935,0.00004411961,0.001131247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001274211,"threshold_uncertainty_score":0.002533615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007308226119986422,"score_gpt":0.2081780793466229,"score_spread":0.2008698532266365,"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."}}