{"id":"W2322338229","doi":"10.1021/am401709j","title":"Direct Coating Adherent Diamond Films on Fe-Based Alloy Substrate: The Roles of Al, Cr in Enhancing Interfacial Adhesion and Promoting Diamond Growth","year":2013,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"Diamond and Carbon-based Materials Research","field":"Materials Science","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Canada Research Chairs","keywords":"Materials science; Diamond; FEAL; Layer (electronics); Substrate (aquarium); Graphite; Adhesion; Chemical vapor deposition; Alloy; Metallurgy; Composite material; Chemical engineering; Nanotechnology; Intermetallic","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001914336,0.0005192374,0.0008105765,0.0002008253,0.0002176053,0.0008279032,0.0007100839,0.000186162,0.001058323],"category_scores_gemma":[0.0002380424,0.0003639122,0.00003566735,0.0002026815,0.0003789047,0.0003097478,0.0003826217,0.0002088643,0.0001389492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000632774,"about_ca_system_score_gemma":0.00009690157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009702733,"about_ca_topic_score_gemma":0.0003029206,"domain_scores_codex":[0.9962158,0.0004055474,0.001146427,0.0008073341,0.0006137285,0.0008111675],"domain_scores_gemma":[0.9981347,0.0006027206,0.00053459,0.0004610849,0.0001429713,0.000123908],"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":[0.0003250474,0.0001712652,0.0001446422,0.0003529125,0.00001454542,0.000004059246,0.00134653,0.00007436857,0.9966977,0.000160746,0.0001950116,0.0005131296],"study_design_scores_gemma":[0.0007653194,0.0003623848,0.000565429,0.0006172851,0.00001927932,0.000001333405,0.001164375,0.0000235296,0.9956957,0.0003979646,0.000008922511,0.000378463],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968838,0.0001637001,0.00000604175,0.0002487207,0.0004532896,0.001391289,0.00009753208,0.0001003857,0.0006552525],"genre_scores_gemma":[0.9987089,0.00006093181,0.0001860755,0.0001788613,0.00009534861,0.0006504441,0.00002404875,0.00007035414,0.00002501641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001918929,"threshold_uncertainty_score":0.9998813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01341405964068648,"score_gpt":0.2496759683208222,"score_spread":0.2362619086801357,"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."}}