{"id":"W4391971387","doi":"10.3390/coatings14030246","title":"A Comprehensive Review of Cathodic Arc Evaporation Physical Vapour Deposition (CAE-PVD) Coatings for Enhanced Tribological Performance","year":2024,"lang":"en","type":"review","venue":"Coatings","topic":"Metal and Thin Film Mechanics","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; DK-SPEC (Canada); Université du Québec à Chicoutimi","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Tribology; Materials science; Physical vapor deposition; Coating; Cathodic protection; Evaporation; Deposition (geology); Substrate (aquarium); Cathodic arc deposition; Metallurgy; Nanotechnology; Electrochemistry; Electrode; Chemistry","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"],"consensus_categories":[],"category_scores_codex":[0.0003637342,0.0005340388,0.002054919,0.0001112745,0.00007047598,0.00003325712,0.0002671155,0.0002744663,0.00001862028],"category_scores_gemma":[0.0002098115,0.0004163079,0.0006791351,0.0004495642,0.00004022849,0.00009939293,0.00007903401,0.0005557415,0.0001268068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001060041,"about_ca_system_score_gemma":0.00008684224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001719829,"about_ca_topic_score_gemma":1.804758e-7,"domain_scores_codex":[0.9978398,0.0001010101,0.001005862,0.0004329797,0.0003089535,0.000311388],"domain_scores_gemma":[0.9987394,0.0002057078,0.0004370729,0.0003022671,0.0002327687,0.00008275698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004367579,0.00003156465,1.4481e-8,0.5579326,0.00006056644,0.000002261536,0.0001183103,0.000006631416,0.004485961,0.0004607677,0.002036329,0.4348606],"study_design_scores_gemma":[0.0002736336,0.0004373042,9.924243e-8,0.2253568,0.003443216,0.00004660198,0.00001460458,0.01194455,0.01028658,0.000516061,0.7468331,0.0008474043],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002279256,0.9877138,0.008643155,0.00001088364,0.0009602119,0.001826217,0.0001252118,0.0002509403,0.0002416582],"genre_scores_gemma":[0.0005600125,0.9948594,0.002312508,0.00006622174,0.000372356,0.0007401168,0.0008869527,0.00009415819,0.0001082763],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7447968,"threshold_uncertainty_score":0.9998289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06101894125608271,"score_gpt":0.3238117266592644,"score_spread":0.2627927854031817,"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."}}