{"id":"W4404592328","doi":"10.1088/1361-6528/ad9480","title":"Understanding the competing growth of 2D and 3D transition metal dichalcogenides in a chemical vapor deposition (CVD) reactor","year":2024,"lang":"en","type":"article","venue":"Nanotechnology","topic":"2D Materials and Applications","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chemical vapor deposition; Materials science; Tetrahedron; Transition metal; Deposition (geology); Sulfur; Nanotechnology; Growth rate; Metal; Chemical engineering; Chemical physics; Crystallography; Metallurgy; Catalysis; Organic chemistry; Chemistry","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":[0.0002483658,0.00007408761,0.0001386218,0.00009005432,0.00004756583,0.0000311084,0.00009634612,0.0001302692,0.00002672338],"category_scores_gemma":[0.00002913009,0.00005482893,0.00002262571,0.0001804104,0.0002030299,0.00007239934,0.00004008196,0.00009285506,0.000006003756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004640415,"about_ca_system_score_gemma":0.00001576856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007348281,"about_ca_topic_score_gemma":0.00002350911,"domain_scores_codex":[0.9993536,0.00003292312,0.0002076369,0.0001955495,0.00007518109,0.0001351346],"domain_scores_gemma":[0.9997285,0.0001000762,0.00004424428,0.0001015099,0.00001275286,0.00001289316],"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":[0.00001031724,0.00001539564,0.00000598036,0.00004985449,0.00000386325,0.000004157319,0.0002904103,0.000002166922,0.9608002,0.0385154,0.000003342971,0.0002988985],"study_design_scores_gemma":[0.0001121786,0.00002669606,0.00001548787,0.00006516388,0.00002357016,0.00005785022,0.0002992584,0.000975473,0.9811893,0.01715588,0.00001853276,0.00006065447],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792913,0.0002651851,0.01821904,0.001815262,0.00008122889,0.0001483777,0.00002173822,0.0001105799,0.00004733968],"genre_scores_gemma":[0.9984299,0.00003820853,0.001429038,0.00002504199,0.00002511237,0.00003649764,0.000006487883,0.000008836366,8.936479e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02135952,"threshold_uncertainty_score":0.2235859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03274529133007231,"score_gpt":0.2507988121730714,"score_spread":0.2180535208429991,"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."}}