{"id":"W1968947937","doi":"10.1007/s11661-014-2208-2","title":"On Asymmetric Diffusional Solidification During Transient Liquid Phase Bonding","year":2014,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions A","topic":"Intermetallics and Advanced Alloy Properties","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Transient (computer programming); Materials science; Diffusion; Temperature gradient; Microstructure; Phase (matter); Liquid phase; Thermodynamics; Phase transition; Chemical physics; Composite material; 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":[0.0001078424,0.0001975767,0.000219655,0.0002041451,0.0003092144,0.0004587931,0.0003522346,0.0002252058,0.003627032],"category_scores_gemma":[0.0002631788,0.0001598512,0.0001054132,0.0001719807,0.000484936,0.0009288069,0.000514117,0.0003772486,0.000449864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000350376,"about_ca_system_score_gemma":0.0002007927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003868174,"about_ca_topic_score_gemma":0.0005509332,"domain_scores_codex":[0.9999179,0.00001063544,0.000002343396,0.00001825395,0.0000251489,0.0000256477],"domain_scores_gemma":[0.9999171,0.00003768176,0.00001165377,0.000014483,0.00001117883,0.00000775392],"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":[0.0006861564,0.00007946565,0.0005646026,0.0001589852,0.00001056298,0.0003617487,0.0002608683,0.006556289,0.919649,0.0447717,0.0009840404,0.02591653],"study_design_scores_gemma":[0.00002693585,0.0001254539,0.0009666244,0.00001316741,0.00001045795,0.0001532048,0.0001469996,0.07445314,0.9151228,0.004803122,0.004159051,0.00001891123],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9484508,0.001127237,0.02797175,0.0002874375,0.000127746,0.00002543207,0.00007671351,0.0001818182,0.021751],"genre_scores_gemma":[0.9957313,0.0002151686,0.001206781,0.00001812403,0.00001075566,0.000005933487,0.00002852241,0.00003161638,0.002751681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003627032,"threshold_uncertainty_score":0.01213366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008592930672298164,"score_gpt":0.213539669695404,"score_spread":0.2049467390231058,"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."}}