{"id":"W3157285303","doi":"10.1002/sia.6953","title":"On the adhesion of diamond‐like carbon coatings deposited by low‐pressure plasma on 316L stainless steel","year":2021,"lang":"en","type":"article","venue":"Surface and Interface Analysis","topic":"Diamond and Carbon-based Materials Research","field":"Materials Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Plasmionique (Canada); Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Wallonie-Bruxelles International; Agence Nationale de la Recherche","keywords":"Materials science; Adhesion; Diamond-like carbon; Carbide; Layer (electronics); Oxide; Composite material; Corrosion; Metal; Tribology; Carbon film; Carbon fibers; Thin film; Metallurgy; Nanotechnology; Composite number","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":[0.0006707758,0.0002742496,0.0005731963,0.0001238078,0.0001638707,0.0002398449,0.000367578,0.0001343724,0.0007077204],"category_scores_gemma":[0.0001681741,0.0001889725,0.0001715489,0.0007743742,0.0001757883,0.0001303932,0.0001970587,0.0001994486,0.00002781195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003394881,"about_ca_system_score_gemma":0.00007117382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007272548,"about_ca_topic_score_gemma":0.0001559618,"domain_scores_codex":[0.9973879,0.0004946982,0.0004267073,0.0006000201,0.0006776621,0.0004130231],"domain_scores_gemma":[0.9982103,0.0005798209,0.0002039169,0.0006305732,0.0002472536,0.0001281701],"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":[0.0002264173,0.0001706136,0.0009549027,0.00008472597,0.0002277923,0.000008686216,0.0002897326,0.002953124,0.9939236,0.0001622355,0.0009327653,0.00006537221],"study_design_scores_gemma":[0.000321703,0.0002525175,0.0002446175,0.0001231459,0.0003727734,5.113343e-7,0.001030522,0.005441875,0.9916842,0.00003421581,0.0002825242,0.0002113696],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968745,0.0008194858,0.00004393303,0.000416758,0.0001230782,0.0001670519,0.0002023582,0.00003504598,0.001317796],"genre_scores_gemma":[0.9979088,0.0002095607,0.00003355368,0.0002051886,0.00001504216,0.00001193318,0.00003479261,0.0000241904,0.00155691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002488751,"threshold_uncertainty_score":0.7749043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009230543905418402,"score_gpt":0.2501041724008393,"score_spread":0.2408736284954209,"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."}}