{"id":"W4386632704","doi":"10.2139/ssrn.4568913","title":"Two Dimensional Phase Field Crystal Study of Thermo-Density Coupling: Thermal Expansion, Recalescence, and Plasticity","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"nanoparticles nucleation surface interactions","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Recalescence; Crystal plasticity; Coupling (piping); Plasticity; Materials science; Field (mathematics); Phase (matter); Thermal expansion; Thermal; Mechanics; Physics; Thermodynamics; Composite material; Mathematics; Microstructure","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":[0.0001717198,0.0002210163,0.0004043691,0.0004272301,0.0004184804,0.0007111941,0.0005390371,0.0004226893,0.002648717],"category_scores_gemma":[0.0005671743,0.0002139375,0.000156198,0.0002736499,0.001103118,0.0007268158,0.0004504319,0.0008861168,0.0001047748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003907126,"about_ca_system_score_gemma":0.0004220514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00180177,"about_ca_topic_score_gemma":0.001055902,"domain_scores_codex":[0.9999174,0.00001901911,0.000001923602,0.0000158754,0.0000305298,0.00001524256],"domain_scores_gemma":[0.9997875,0.00009911265,0.00003288841,0.0000211316,0.00003177825,0.00002758447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006749639,0.0005784524,0.003108779,0.0004778375,0.00007513157,0.0007007943,0.0004567596,0.1209334,0.3931104,0.4621119,0.003838688,0.01393289],"study_design_scores_gemma":[0.0001444835,0.0001254767,0.004376112,0.00001613847,0.00001436571,0.0002122027,0.0001289879,0.902723,0.05313454,0.03689069,0.002187252,0.00004671885],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9706972,0.0008285754,0.01257007,0.0005157543,0.00009703878,0.00002755133,0.0001122043,0.00005782957,0.01509374],"genre_scores_gemma":[0.993364,0.0002141303,0.002236989,0.00003535144,0.00004760814,0.00001725475,0.00005142182,0.000026118,0.004007149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002648717,"threshold_uncertainty_score":0.008860826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02492725791160861,"score_gpt":0.2835873204629744,"score_spread":0.2586600625513658,"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."}}