{"id":"W4213424730","doi":"10.3390/micro2010010","title":"A Biomimetic Strategy for the Fabrication of Micro- and Nanodiamond Composite Films","year":2022,"lang":"en","type":"article","venue":"Micro","topic":"Diamond and Carbon-based Materials Research","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nanodiamond; Materials science; Diamond; Dissolution; Composite number; Chemical engineering; Nanotechnology; Biocompatibility; Coating; Composite material; Metallurgy","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":[0.0001378235,0.0003764135,0.0001831747,0.0002612897,0.0001958571,0.000257913,0.0003024291,0.0004300142,0.0006356915],"category_scores_gemma":[0.0001412363,0.0001907159,0.0002103936,0.0001659794,0.0001521446,0.0002082249,0.0001737173,0.000525901,0.0002923434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000273069,"about_ca_system_score_gemma":0.0002608842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003317707,"about_ca_topic_score_gemma":0.001110667,"domain_scores_codex":[0.9999059,0.000007912874,0.000007619111,0.00002706418,0.00003624307,0.00001523269],"domain_scores_gemma":[0.9999285,0.00001485376,0.00001940375,0.000009675849,0.00001519511,0.00001237199],"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":[0.000004601591,0.00001275628,0.00001316365,0.00003838576,0.000001427185,0.00001783613,0.000007420889,0.00004539677,0.9982563,0.0001756732,0.00001362922,0.001413306],"study_design_scores_gemma":[0.000003678599,0.00006320384,0.000133754,0.000002655758,0.000002989981,0.00008620242,0.000004292093,0.0004300048,0.997516,0.00003740256,0.001717165,0.000002677315],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.845719,0.005942368,0.1368345,0.0004850317,0.0002818009,0.0005212969,0.000403143,0.0003786065,0.009434352],"genre_scores_gemma":[0.798373,0.002596123,0.1937745,0.0001183681,0.00002350245,0.0002180001,0.0002338341,0.00004870284,0.004613871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006356915,"threshold_uncertainty_score":0.002126575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02213026798802287,"score_gpt":0.2726298525562302,"score_spread":0.2504995845682074,"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."}}