{"id":"W4282915999","doi":"10.14447/jnmes.v25i2.a06","title":"Pitting Corrosion and Mechanical Properties of Direct Current and Pulsed Reverse Current Electrodeposited Nickel-Tungsten Coatings","year":2022,"lang":"en","type":"article","venue":"Journal of New Materials for Electrochemical Systems","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Tungsten; Materials science; Nickel; Metallurgy; Corrosion; Direct current","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002063152,0.0002453877,0.0002369326,0.0002551679,0.00009142754,0.0002003595,0.0003855088,0.0003625737,0.00116036],"category_scores_gemma":[0.0007934466,0.000262683,0.0002407372,0.000304525,0.0001649094,0.0002422855,0.0001524055,0.0003119394,0.0001879269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001514608,"about_ca_system_score_gemma":0.00009253401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009187738,"about_ca_topic_score_gemma":0.001648888,"domain_scores_codex":[0.9997054,0.00001117086,0.00002034405,0.00004763679,0.0001865289,0.00002889168],"domain_scores_gemma":[0.9996665,0.00006964049,0.00005914371,0.00003398953,0.0001400075,0.00003077467],"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":[0.0000362085,0.000006954896,0.0003530962,0.00003890247,0.000005449915,0.00006178145,0.0000259447,0.00009320922,0.9976307,0.0000128896,0.00002163149,0.001713281],"study_design_scores_gemma":[0.000006936742,0.0002732407,0.01784831,0.000005017529,0.00001902999,0.0002315806,0.00005768879,0.001730247,0.9792741,0.0000133812,0.0005298584,0.00001072629],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969673,0.0007273247,0.001387593,0.00001895314,0.00002388107,0.0000133647,0.0001523212,0.00002671647,0.0006825117],"genre_scores_gemma":[0.9957683,0.0004336092,0.002071779,0.00001495185,0.00000603114,0.0000150819,0.0001936622,0.00001401763,0.001482477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00116036,"threshold_uncertainty_score":0.003881752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01319158136715011,"score_gpt":0.2205609063582432,"score_spread":0.207369324991093,"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."}}