{"id":"W2783994504","doi":"10.1098/rsta.2017.0212","title":"A phase-field-crystal alloy model for late-stage solidification studies involving the interaction of solid, liquid and gas phases","year":2018,"lang":"en","type":"article","venue":"Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences","topic":"Solidification and crystal growth phenomena","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Canada Research Chairs; Compute Canada","keywords":"Alloy; Materials science; Phase (matter); Field (mathematics); Stage (stratigraphy); Thermodynamics; Metallurgy; Chemistry; Physics; Mathematics; Geology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001932327,0.0003324267,0.0005361926,0.0004820813,0.0004586662,0.0004570928,0.001396044,0.001184871,0.002382939],"category_scores_gemma":[0.0003182303,0.000209963,0.0006695648,0.0004452288,0.0004790825,0.0008896523,0.0004335986,0.0006731207,0.0004886099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007050061,"about_ca_system_score_gemma":0.0007976848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003198761,"about_ca_topic_score_gemma":0.003386945,"domain_scores_codex":[0.9999381,0.00001301276,0.000003071929,0.00001050753,0.00002614883,0.000009167964],"domain_scores_gemma":[0.9999119,0.00002731491,0.00001404611,0.00001508444,0.00001880499,0.00001277794],"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":[0.00004969641,0.0001059819,0.0006767905,0.0001373712,0.00002325814,0.0002621762,0.0000730984,0.5531002,0.04226109,0.3955559,0.001209475,0.006545007],"study_design_scores_gemma":[0.00001167787,0.00001921572,0.00008979625,0.00000297995,0.000004146849,0.00003902999,0.000005534373,0.9829862,0.001084641,0.01373679,0.00201366,0.000006432267],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1439952,0.001323764,0.8273931,0.0008346712,0.0002465075,0.0001776668,0.0005936399,0.0002160778,0.02521924],"genre_scores_gemma":[0.7439512,0.001227007,0.232794,0.0002358039,0.0001605302,0.000555478,0.0004341132,0.0001628907,0.02047901],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003198761,"threshold_uncertainty_score":0.007971704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06402294884583863,"score_gpt":0.3240520863039686,"score_spread":0.26002913745813,"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."}}