{"id":"W1606956329","doi":"10.1002/9781118144442.ch4","title":"Effect of Coating Parameters on the Electrodeposition of Nickel Containing Nano‐Sized Alumina Particles","year":2011,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Materials science; Nickel; Nano-; Coating; Chemical engineering; Metallurgy; Nanotechnology; Composite material","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003602438,0.0007185735,0.0009678819,0.0005880677,0.0002783022,0.00004085984,0.000372769,0.0005158347,0.0009492019],"category_scores_gemma":[0.00001386617,0.0006371894,0.0006132913,0.0006817147,0.0002825326,0.0001291957,0.000002121336,0.001152513,0.000036406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002207954,"about_ca_system_score_gemma":0.00009159555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007542677,"about_ca_topic_score_gemma":0.0006005655,"domain_scores_codex":[0.9971156,0.0003862851,0.0008978013,0.000494613,0.0003960234,0.0007097526],"domain_scores_gemma":[0.9981362,0.0006470635,0.0003682502,0.0006568935,0.00007254458,0.0001190541],"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":[0.001158192,0.0006730179,0.00001839589,0.002299689,0.003629399,0.000009059318,0.002380376,0.04335024,0.8257148,0.001130071,0.002465944,0.1171709],"study_design_scores_gemma":[0.002234941,0.001957486,0.00003909944,0.001206693,0.001501641,0.00008207257,0.0001931358,0.01868958,0.9723359,0.0001171884,0.0007132839,0.0009289556],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1423535,0.001546326,0.8071775,0.0002084171,0.0010383,0.00263311,0.0004096968,0.002081662,0.0425514],"genre_scores_gemma":[0.9930477,0.000787526,0.0005797367,0.00004665645,0.00004534586,0.0003256582,0.00005940479,0.0005843895,0.004523543],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8506942,"threshold_uncertainty_score":0.9999641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007758868630642552,"score_gpt":0.208443681975967,"score_spread":0.2006848133453245,"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."}}