{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005107419,0.00007552323,0.0001279786,0.00005014008,0.000242154,0.00008044955,0.0002535432,0.00001964469,0.0005077398],"category_scores_gemma":[0.00001904879,0.00005670376,0.00003689592,0.0001132367,0.0001272292,0.00003818737,0.0001454936,0.00004065712,0.000008396752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000175586,"about_ca_system_score_gemma":0.00005642021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001829761,"about_ca_topic_score_gemma":0.000003163871,"domain_scores_codex":[0.9992226,0.00009029439,0.0001711564,0.0001841414,0.0001409041,0.0001908619],"domain_scores_gemma":[0.9994571,0.0001787714,0.00007970953,0.0001937838,0.00005849907,0.00003208841],"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":[0.00007899095,0.00004542173,0.00009101161,0.00004693537,0.000005794229,6.300567e-7,0.000124122,0.00005938643,0.9963588,0.00007961079,0.002021555,0.001087754],"study_design_scores_gemma":[0.0003628989,0.0001333721,0.0007113836,0.000004829524,0.00001581404,0.000004927748,0.0002405243,0.0002039148,0.9944559,0.0002041527,0.00358967,0.00007259085],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973084,0.001231075,0.000184121,0.000195441,0.0001896759,0.0003781855,0.0003792314,0.00001483432,0.0001189785],"genre_scores_gemma":[0.9985537,0.0000243499,0.0008025492,0.00008947403,0.00002614881,0.0001427773,0.0000264473,0.00001131284,0.0003232666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001902867,"threshold_uncertainty_score":0.5559395,"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."}}