{"id":"W1988103244","doi":"10.1016/j.actamat.2006.05.015","title":"Atomized droplet solidification as an equiaxed growth model","year":2006,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Solidification and crystal growth phenomena","field":"Materials Science","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Equiaxed crystals; Recalescence; Materials science; Diffusion; Metallurgy; Casting; Microprobe; Thermodynamics; Mechanics; Alloy; Eutectic system; Mineralogy","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":[0.0002337174,0.0006187222,0.0009737173,0.000558361,0.0005126618,0.00099433,0.001633556,0.002045709,0.004525827],"category_scores_gemma":[0.0005459855,0.0005170654,0.0009440459,0.0005655637,0.0008894086,0.00194168,0.0008541494,0.0008952334,0.0007063151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001220586,"about_ca_system_score_gemma":0.0006961842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004038868,"about_ca_topic_score_gemma":0.00249662,"domain_scores_codex":[0.9998575,0.00002491703,0.000007255767,0.00003110943,0.00005952592,0.00001965513],"domain_scores_gemma":[0.9998267,0.00006482461,0.00002421956,0.00002959046,0.00003662115,0.0000181051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006110277,0.00007113493,0.0002186101,0.0001052214,0.0000234061,0.0001951394,0.00007348636,0.5354371,0.02095587,0.4376735,0.001088508,0.004096915],"study_design_scores_gemma":[0.00002076994,0.000008809881,0.00004400709,0.00000219605,0.000003756704,0.00001736186,0.000005284772,0.9831675,0.001244084,0.01458091,0.0008987957,0.000006636888],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2400368,0.002444462,0.6421949,0.001577132,0.0004482314,0.0003139857,0.001295837,0.0004870444,0.1112015],"genre_scores_gemma":[0.9043391,0.001494045,0.05328979,0.0001886264,0.0001174443,0.0003200918,0.0004752456,0.0003091959,0.0394665],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004525827,"threshold_uncertainty_score":0.01514047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01718121694693461,"score_gpt":0.2579605906490859,"score_spread":0.2407793737021513,"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."}}