{"id":"W4391579858","doi":"10.1088/1361-651x/ad269e","title":"OpenPFC: an open-source framework for high performance 3D phase field crystal simulations","year":2024,"lang":"en","type":"article","venue":"Modelling and Simulation in Materials Science and Engineering","topic":"Solidification and crystal growth phenomena","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; EUROfusion","keywords":"Materials science; Phase (matter); Field (mathematics); Crystal (programming language); Engineering physics; Computer science; Physics; Quantum mechanics","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":[0.001500661,0.001279896,0.001477339,0.0009247578,0.0008911985,0.00161271,0.004988803,0.002019336,0.03150015],"category_scores_gemma":[0.004181189,0.0009322712,0.00178579,0.001048968,0.000842042,0.001678905,0.002831677,0.002834599,0.006237055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009661599,"about_ca_system_score_gemma":0.002474243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005458149,"about_ca_topic_score_gemma":0.007471049,"domain_scores_codex":[0.9993525,0.0001385723,0.0000360398,0.00007129364,0.0002958821,0.0001055532],"domain_scores_gemma":[0.9987668,0.0006239726,0.00006710827,0.000147999,0.000234653,0.0001594646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007576128,0.0005220611,0.003117112,0.001831568,0.0005397411,0.0007924062,0.0005668789,0.6203784,0.01525649,0.0952385,0.1431001,0.1178991],"study_design_scores_gemma":[0.0002982413,0.00003535539,0.0002733808,0.00006289641,0.00002144875,0.00008347134,0.00002929354,0.9329272,0.004205734,0.01782742,0.04417691,0.00005868966],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.01838049,0.0007408562,0.8226765,0.0005868353,0.0004375397,0.0004593051,0.008929445,0.1291233,0.0186659],"genre_scores_gemma":[0.1827263,0.001204017,0.7242835,0.000701313,0.0002036857,0.00242288,0.0193067,0.05970014,0.009451492],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.03150015,"threshold_uncertainty_score":0.1053784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03876654763891258,"score_gpt":0.3113004176994268,"score_spread":0.2725338700605142,"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."}}