{"id":"W4205881763","doi":"10.1039/d1nh00572c","title":"Theoretical framework and experimental methodology to elucidate the supersaturation dynamics of nanocrystal growth","year":2022,"lang":"en","type":"article","venue":"Nanoscale Horizons","topic":"nanoparticles nucleation surface interactions","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nanocrystal; Supersaturation; Dynamics (music); Nanotechnology; Materials science; Chemical physics; Statistical physics; Chemistry; Physics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001761284,0.001068304,0.0009831121,0.001396523,0.001002292,0.001149416,0.00218388,0.001654778,0.003204416],"category_scores_gemma":[0.002365863,0.0005830326,0.001210722,0.001000873,0.001602037,0.001913408,0.001279971,0.002674131,0.00076028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001990453,"about_ca_system_score_gemma":0.002257311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00298898,"about_ca_topic_score_gemma":0.002268875,"domain_scores_codex":[0.9994645,0.0001406691,0.0000328043,0.0001056327,0.0002021673,0.0000543045],"domain_scores_gemma":[0.9989957,0.000473856,0.0001083291,0.0002293879,0.0001675142,0.00002515198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001274027,0.0001045622,0.0004111428,0.0003381478,0.00002640218,0.0001071979,0.0000899493,0.06344458,0.01242448,0.9159405,0.0007360282,0.006364192],"study_design_scores_gemma":[0.00002055812,0.0000737746,0.0003924698,0.00008335119,0.00002204963,0.000123802,0.00006637623,0.5856856,0.007528473,0.3920138,0.01394383,0.00004595248],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.009560755,0.001690816,0.965364,0.000843372,0.0001661026,0.0002244125,0.0004515967,0.0001772111,0.02152175],"genre_scores_gemma":[0.2632821,0.007648135,0.7174563,0.000704161,0.0003969792,0.002965007,0.0008716831,0.0002392823,0.006436332],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003204416,"threshold_uncertainty_score":0.01444179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01709810437789785,"score_gpt":0.2647287328497062,"score_spread":0.2476306284718084,"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."}}