{"id":"W2068630826","doi":"10.1179/026708404225010603","title":"Electrochemical Preparation of Ni and Fe Hydroxide/Oxide Films Using Polyethylenimine","year":2004,"lang":"en","type":"article","venue":"Surface Engineering","topic":"Electrophoretic Deposition in Materials Science","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Polyethylenimine; Hydroxide; Materials science; Electrophoretic deposition; Thermogravimetric analysis; Electrochemistry; Metal hydroxide; Intercalation (chemistry); Deposition (geology); Oxide; Electrolyte; Inorganic chemistry; Chemical engineering; Nanocomposite; Metal; Electrode; Metallurgy; Nanotechnology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001108109,0.0001508543,0.000177057,0.00005789016,0.00002594744,0.00002542147,0.00009309022,0.0000709381,0.000009700466],"category_scores_gemma":[0.00003202346,0.0001708685,0.00002424417,0.0002026179,0.00003477084,0.0001447637,0.00002308981,0.0001042272,0.000002864457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008598584,"about_ca_system_score_gemma":0.00001846843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002197933,"about_ca_topic_score_gemma":0.000001109548,"domain_scores_codex":[0.99916,0.000005738653,0.0002424685,0.0001627198,0.0001569314,0.0002721245],"domain_scores_gemma":[0.9997054,0.00002487089,0.00002951248,0.0001461776,0.00002548155,0.00006857725],"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":[0.000002999139,0.000003015349,0.00002031904,0.00004348321,0.000005919987,0.000001018801,0.00005511992,0.4051043,0.5946299,0.0001290204,0.000002380874,0.00000250433],"study_design_scores_gemma":[0.0001435626,0.00002689138,0.0001470454,0.00005442727,0.00000852928,0.00003671352,0.000007289833,0.1932646,0.8060951,0.0000736334,0.000004601966,0.0001376969],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9175285,0.0005029871,0.08147193,0.000009175659,0.0001375877,0.00009139046,0.000002402975,0.0001975538,0.00005851386],"genre_scores_gemma":[0.9154758,0.0000463824,0.08441893,0.000003798832,0.00001514124,0.000002894522,0.000002715344,0.00002869168,0.000005685518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2118397,"threshold_uncertainty_score":0.6967814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004318853083355382,"score_gpt":0.2080939861166579,"score_spread":0.2037751330333025,"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."}}