{"id":"W2020607532","doi":"10.1179/026708404225010630","title":"Electrodeposition of Composite Ceria-Polyethylenimine Films","year":2004,"lang":"en","type":"article","venue":"Surface Engineering","topic":"Electrophoretic Deposition in Materials Science","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Polyethylenimine; Materials science; Thermogravimetric analysis; Electrophoretic deposition; Intercalation (chemistry); Graphite; Composite number; Chemical engineering; Deposition (geology); Electrolyte; Electrochemistry; Nanocomposite; Polymer; Cationic polymerization; Inorganic chemistry; Nanotechnology; Composite material; Polymer chemistry; Electrode; Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0001120748,0.0001830817,0.000215122,0.00007952076,0.00003355252,0.00003026407,0.0001798048,0.00007085673,0.00004436644],"category_scores_gemma":[0.00001161624,0.0002062373,0.00005129295,0.0003263933,0.00003313051,0.0001518774,0.0000214779,0.0001335258,0.00002746258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009778051,"about_ca_system_score_gemma":0.00001511246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002016949,"about_ca_topic_score_gemma":0.000001131343,"domain_scores_codex":[0.9989713,0.000008207323,0.0002946735,0.00016385,0.0002129727,0.0003489893],"domain_scores_gemma":[0.9996074,0.00002543262,0.00003356348,0.0002161833,0.00004085498,0.00007654472],"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":[0.000002690138,0.000005988307,0.00001271986,0.0000462362,0.000008245855,0.000002698289,0.00004681306,0.4731156,0.526309,0.0004222647,0.00001472857,0.00001305152],"study_design_scores_gemma":[0.0002596712,0.00005898179,0.0006751828,0.00007713139,0.00001053809,0.00003574237,0.000006466571,0.03241897,0.9661044,0.0001177193,0.00002786424,0.0002072776],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.919664,0.0004485136,0.07833853,0.00002984494,0.000489958,0.0001093688,0.000009550361,0.0004606905,0.0004495334],"genre_scores_gemma":[0.9616303,0.00006673863,0.03818746,0.000007757689,0.00003588857,0.000006596944,0.00001084593,0.00004412615,0.00001026774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4406966,"threshold_uncertainty_score":0.8410113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002599766019967376,"score_gpt":0.1700079320953398,"score_spread":0.1674081660753725,"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."}}