{"id":"W2085198984","doi":"10.4208/cicp.2009.08.201","title":"Simulation of Spherulite Growth Using a Comprehensive Approach to Modeling the First-Order Isotropic/Smectic-A Mesophase Transition","year":2009,"lang":"en","type":"article","venue":"Communications in Computational Physics","topic":"Liquid Crystal Research Advancements","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Spherulite (polymer physics); Mesophase; Isotropy; Phase diagram; Computation; Diagram; Phase (matter)","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":[0.0002298455,0.0004066844,0.0006560548,0.0003015809,0.0006316927,0.0005073471,0.0006306959,0.0009369499,0.001531532],"category_scores_gemma":[0.0005471274,0.000333132,0.0005083319,0.0004501106,0.000390694,0.0004481678,0.0003388757,0.0006287058,0.000131879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001236423,"about_ca_system_score_gemma":0.002019943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01547916,"about_ca_topic_score_gemma":0.01517075,"domain_scores_codex":[0.9999291,0.00001310948,0.000003017986,0.00001024141,0.00002557998,0.0000190032],"domain_scores_gemma":[0.9997573,0.0001295094,0.0000228279,0.00002279022,0.00004004694,0.0000274063],"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":[0.0000161324,0.00002433148,0.0002957015,0.00001715655,0.000006630475,0.00002542143,0.00001910336,0.9938713,0.00286263,0.002104811,0.00009709028,0.0006597273],"study_design_scores_gemma":[0.000004784444,0.000006481537,0.00007482181,8.841996e-7,0.000001153205,0.000003407978,0.00000360779,0.9989348,0.0006430859,0.0001962457,0.0001285304,0.000002180041],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8732606,0.0002454202,0.1064247,0.0003949413,0.00003862282,0.0001551745,0.001157173,0.0005398388,0.01778339],"genre_scores_gemma":[0.953151,0.0002322792,0.0425458,0.00005217389,0.00001242672,0.0003319585,0.0006907611,0.0001058261,0.002877807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01547916,"threshold_uncertainty_score":0.03077811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1079876215111214,"score_gpt":0.3791176498627286,"score_spread":0.2711300283516072,"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."}}