{"id":"W2741645559","doi":"10.1149/ma2012-02/44/3249","title":"Bio-Inspired Chemistry for Electrophoretic Nanotechnology","year":2012,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrophoretic Deposition in Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Nanotechnology; Electrophoresis; Chemistry; Materials science; Chromatography","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":[0.0003953729,0.000177802,0.000170923,0.00004921029,0.0001101261,0.00004626069,0.0002384214,0.0001852425,0.00003624324],"category_scores_gemma":[0.0002257176,0.0001898503,0.00004894679,0.0001671297,0.00008611124,0.00009113126,0.0000224169,0.0001569808,0.0001078523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000104974,"about_ca_system_score_gemma":0.00001897858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000426225,"about_ca_topic_score_gemma":2.413912e-7,"domain_scores_codex":[0.9985892,0.00001011975,0.0003115288,0.0001842014,0.0001483023,0.0007567161],"domain_scores_gemma":[0.9994324,0.00009174756,0.00007011384,0.0002413255,0.00004294019,0.0001214064],"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":[0.0000055748,0.00001654658,0.0000798624,0.00009781278,0.00000847715,0.000001583451,0.00004647105,0.004442719,0.9945595,0.00002439356,0.0006219084,0.00009511956],"study_design_scores_gemma":[0.0001578612,0.00002652112,0.0003526882,0.00003536911,0.00001321875,0.0000514471,0.00001323869,0.001853118,0.9934187,0.0003849652,0.003474406,0.000218491],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791143,0.0006145884,0.0002789753,0.00009179664,0.0007186209,0.0001642243,0.000005838467,0.0007020409,0.01830964],"genre_scores_gemma":[0.992963,0.00003602694,0.006481098,0.00002996869,0.0002983462,0.00007008517,0.000009318187,0.00004746026,0.00006471867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01824492,"threshold_uncertainty_score":0.7741871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006703898165505408,"score_gpt":0.2105724100350712,"score_spread":0.2038685118695658,"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."}}