{"id":"W4200010018","doi":"10.3390/ma14247902","title":"Versatile Strategy for Electrophoretic Deposition of Polyvinylidene Fluoride-Metal Oxide Nanocomposites","year":2021,"lang":"en","type":"article","venue":"Materials","topic":"Electrophoretic Deposition in Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Polyvinylidene fluoride; Electrophoretic deposition; Materials science; Nanocomposite; Chemical engineering; Dispersant; Nanoparticle; Nanomaterials; Microstructure; Fabrication; Adsorption; Polymer; Zeta potential; Nanotechnology; Dispersion (optics); Composite material; Organic chemistry; Chemistry; Coating","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":[0.0002036789,0.0001910258,0.0003654079,0.00007687462,0.00006930432,0.0001219387,0.0001773314,0.00009224319,0.0004420055],"category_scores_gemma":[0.0000406142,0.0002037996,0.00007300711,0.0001962983,0.00006819556,0.0001374862,0.00003093678,0.00003970065,0.00002874544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008612905,"about_ca_system_score_gemma":0.0000534344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002385936,"about_ca_topic_score_gemma":0.000003674474,"domain_scores_codex":[0.9985915,0.00006846121,0.0005102244,0.0002485217,0.0002047977,0.0003764366],"domain_scores_gemma":[0.9993646,0.00007538207,0.00008715146,0.0002650453,0.000144494,0.00006335201],"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":[0.00003906347,0.00002212768,0.000008157079,0.0001975092,0.00003303529,0.00001147284,0.00003164858,0.00109158,0.9963053,0.001921117,0.0002082875,0.0001306364],"study_design_scores_gemma":[0.0003047079,0.0001387254,0.0003925395,0.00005396932,0.00004588534,0.00008421526,0.00001802237,0.0005287814,0.9967456,0.001443524,0.00004021329,0.0002038341],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911571,0.0004335221,0.006833222,0.0000251931,0.0006785394,0.0002706631,0.0001281462,0.0001495491,0.000324044],"genre_scores_gemma":[0.9900522,0.00007707068,0.009444104,0.00002484545,0.0001068686,0.00009057923,0.0001120278,0.00004324365,0.00004901948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002610882,"threshold_uncertainty_score":0.8310708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007501326902696079,"score_gpt":0.218566026508298,"score_spread":0.211064699605602,"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."}}