{"id":"W2963183485","doi":"10.1021/acs.jpcb.9b05017","title":"Clusters in Liquid Fatty Acids: Structure and Role in Nucleation","year":2019,"lang":"en","type":"article","venue":"The Journal of Physical Chemistry B","topic":"Material Dynamics and Properties","field":"Materials Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; National Institute for Nanotechnology; Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation; Dalhousie University; Western Canada Research Grid; Compute Canada","keywords":"Supercooling; Nucleation; Crystallization; Fatty acid; Chemical physics; Alkyl; Cluster (spacecraft); Chemistry; Crystallography; Molecule; Liquid crystal; Raman spectroscopy; Phase (matter); Classical nucleation theory; Atmospheric temperature range; Materials science; Organic chemistry; Thermodynamics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001697656,0.00005788672,0.0001287161,0.000009332836,0.00001311035,0.00002623551,0.0001379826,0.00002852723,0.0001171256],"category_scores_gemma":[0.00001365728,0.00003397164,0.0000163765,0.00003648738,0.00003535273,0.0001025986,0.00004554072,0.0001153681,0.000004058174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002372022,"about_ca_system_score_gemma":0.00001387558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000170918,"about_ca_topic_score_gemma":0.000002852802,"domain_scores_codex":[0.9995773,0.00003379222,0.0001444863,0.00005291841,0.0001065058,0.00008498385],"domain_scores_gemma":[0.9997606,0.00002708399,0.00009388449,0.00007544978,0.0000204539,0.00002253059],"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":[0.0002852668,0.00001421247,0.000334068,0.00003675625,0.000001210846,8.330352e-7,0.0007567484,0.0006122669,0.9978579,0.00002376508,0.00000198922,0.00007495554],"study_design_scores_gemma":[0.0003577764,0.0000932711,0.00290529,0.00007261553,0.000005046476,0.00001414806,0.000275885,0.00370778,0.9912709,0.001195048,0.00003757747,0.00006465704],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994881,0.00003878481,0.00000374361,0.0001262231,0.00004023282,0.00003426788,0.000003977576,0.000001886367,0.0002627987],"genre_scores_gemma":[0.9998195,0.000006702056,0.00002331326,0.00002606938,0.00009494156,2.066589e-7,5.286514e-7,0.000004417031,0.0000242951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006587023,"threshold_uncertainty_score":0.1385323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003913384373965758,"score_gpt":0.2017360117309004,"score_spread":0.1978226273569346,"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."}}