{"id":"W4401732477","doi":"10.1016/j.colsurfa.2024.135150","title":"Strategies for alkali-free synthesis, surface modification, and electrophoretic deposition of composite films for biomedical applications","year":2024,"lang":"en","type":"article","venue":"Colloids and Surfaces A Physicochemical and Engineering Aspects","topic":"Electrophoretic Deposition in Materials Science","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electrophoretic deposition; Composite number; Alkali metal; Chemical engineering; Deposition (geology); Surface modification; Nanotechnology; Materials science; Electrophoresis; Chemistry; Chromatography; Composite material; Coating; Organic chemistry; Engineering","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":[0.00008366763,0.0001557182,0.0002174278,0.00004520009,0.00006455502,0.0001469691,0.00008760472,0.00007064822,0.000001044938],"category_scores_gemma":[0.00001404812,0.0001504846,0.00003345956,0.0001742172,0.0001279371,0.00009705249,0.00002314907,0.00006207757,2.006972e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001878298,"about_ca_system_score_gemma":0.00001857492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005707161,"about_ca_topic_score_gemma":3.666103e-7,"domain_scores_codex":[0.9992525,0.000004932933,0.0001938945,0.0002467802,0.00009453673,0.00020738],"domain_scores_gemma":[0.9994707,0.0002665808,0.00001779434,0.0001166103,0.0000418015,0.00008647678],"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":[0.00001096408,0.00001381204,0.000001438293,0.001141481,0.00003267279,2.781402e-7,0.00008020209,0.003428597,0.9693863,0.0253504,0.000276823,0.0002769742],"study_design_scores_gemma":[0.0001707308,0.00008214553,0.00004048097,0.0001448513,0.00005588993,0.00001417193,0.00004785789,0.4723543,0.51625,0.01042623,0.0002212866,0.0001921027],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.85549,0.005337707,0.138178,0.0001124203,0.00007178038,0.0004142279,0.0001693944,0.0001791974,0.00004726365],"genre_scores_gemma":[0.9822732,0.0005026614,0.01688832,0.000004287236,0.00004375222,0.0002236897,0.00003390383,0.00002597452,0.000004172943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4689257,"threshold_uncertainty_score":0.6136585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005013443377625404,"score_gpt":0.2089978842385457,"score_spread":0.2039844408609203,"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."}}