{"id":"W4366351360","doi":"10.1002/smll.202300659","title":"Self‐Limiting Sub‐5 nm Nanodiamonds by Geochemistry‐Inspired Synthesis","year":2023,"lang":"en","type":"article","venue":"Small","topic":"Diamond and Carbon-based Materials Research","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; U.S. Department of Energy; Office of Science; National Science Foundation","keywords":"Nanodiamond; Materials science; Nanotechnology; Diamond; Nanometre; Nanoparticle; Chemical vapor deposition; Carbide; Detonation; Mechanochemistry; Yield (engineering); Chemical engineering; Chemistry; Explosive material; Composite material","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009495597,0.000218631,0.0002747064,0.00008733859,0.0002023733,0.0002716761,0.0005155007,0.00014016,0.0008112797],"category_scores_gemma":[0.0003936393,0.0002084534,0.00009135724,0.0003612147,0.00009160292,0.0001004593,0.0002165353,0.00009890346,0.001988672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006563147,"about_ca_system_score_gemma":0.0001237909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001021225,"about_ca_topic_score_gemma":0.00001241669,"domain_scores_codex":[0.9978301,0.0001174448,0.0003010232,0.0005072824,0.0004206393,0.0008235391],"domain_scores_gemma":[0.9988959,0.000291763,0.00008821125,0.0004287568,0.00008170641,0.0002136857],"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":[0.00001867027,0.00005122443,0.000225639,0.0001638351,0.000008480993,0.00004139099,0.00006443114,0.000004395642,0.9890059,0.00003985302,0.008922701,0.001453427],"study_design_scores_gemma":[0.0001932673,0.00002713835,0.0001546423,0.00004603489,0.00001509622,0.000003130342,0.00009733476,0.0003081057,0.9909638,0.0001202504,0.007812752,0.0002584373],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872735,0.0001185745,0.000009828029,0.0003072739,0.0003355489,0.0001497627,0.0001993597,0.0007771879,0.01082903],"genre_scores_gemma":[0.9977666,0.0000941574,0.0004143074,0.0001040188,0.0002194264,0.0001628071,0.00006283322,0.00004992233,0.001125955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01049313,"threshold_uncertainty_score":0.9987884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01722421744765504,"score_gpt":0.2353239432062286,"score_spread":0.2180997257585735,"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."}}