{"id":"W2982078165","doi":"10.1021/acs.jpcb.9b09218","title":"Effects of Microstructure and Sample’s Surface to Volume Ratio on Pressure-Induced Nucleation and Transformation to Crystalline and Apparently Amorphous Solids","year":2019,"lang":"en","type":"article","venue":"The Journal of Physical Chemistry B","topic":"Material Dynamics and Properties","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Nucleation; Microstructure; Amorphous solid; Materials science; Volume (thermodynamics); Transformation (genetics); Surface (topology); Sample (material); Amorphous metal; Thermodynamics; Metallurgy; Crystallography; Chemistry; Mathematics; Geometry; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001424598,0.00008532987,0.0001812741,0.000008302062,0.00003792699,0.00005085308,0.00007852815,0.00002952168,0.00001673574],"category_scores_gemma":[0.00003415552,0.00005336291,0.00001542702,0.00002900715,0.0000276035,0.00008644394,0.00002861707,0.00006279979,0.000001211389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000773696,"about_ca_system_score_gemma":0.00001030265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002674614,"about_ca_topic_score_gemma":8.807605e-7,"domain_scores_codex":[0.9995215,0.00003130566,0.0001584441,0.00007320652,0.0001359989,0.00007957273],"domain_scores_gemma":[0.9996224,0.00007888137,0.0001058267,0.00006884302,0.00006002057,0.00006401476],"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":[0.000386319,0.00001658341,0.00002073638,0.0003409589,0.000008342539,1.689701e-7,0.001750027,0.00184819,0.995441,0.00001913004,0.00001273954,0.0001557794],"study_design_scores_gemma":[0.0003264976,0.0003540613,0.001633316,0.00008905245,0.00003909868,0.00000882472,0.00005375185,0.003226685,0.993964,0.0001476812,0.000088411,0.00006865759],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992088,0.00003203438,0.0002856375,0.0002244962,0.00003406848,0.0001670989,0.00002729135,0.000003381084,0.00001717423],"genre_scores_gemma":[0.9997001,0.000008455282,0.0001398197,0.00004346474,0.0000673564,5.642054e-7,0.000001115349,0.000006458104,0.00003265659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001696275,"threshold_uncertainty_score":0.2176076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004170741051932176,"score_gpt":0.2062255904851344,"score_spread":0.2020548494332022,"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."}}