{"id":"W2005190502","doi":"10.1039/c4ta06221c","title":"Highly effective anti-corrosion epoxy spray coatings containing self-assembled clay in smectic order","year":2014,"lang":"en","type":"article","venue":"Journal of Materials Chemistry A","topic":"Chemical Synthesis and Characterization","field":"Environmental Science","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"PQ Corporation (Canada)","funders":"","keywords":"Epoxy; Materials science; Fabrication; Nanocomposite; Coating; Corrosion; Aluminium; Substrate (aquarium); Composite material; Metallurgy; Nanotechnology","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":[0.0007931017,0.0001431146,0.000349949,0.00001507188,0.00004744337,0.00006673826,0.0001647567,0.0001205561,0.0006430454],"category_scores_gemma":[0.000365999,0.000117045,0.00004741006,0.0001207209,0.00001799342,0.0002014794,0.00007386501,0.000129047,0.00002912306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000198345,"about_ca_system_score_gemma":0.00001156453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001994779,"about_ca_topic_score_gemma":7.894506e-7,"domain_scores_codex":[0.9987707,0.00009896172,0.0005161348,0.0001707566,0.0002503227,0.000193151],"domain_scores_gemma":[0.9990419,0.0001613707,0.0005730411,0.0001108284,0.00002941074,0.00008350643],"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":[0.00007826192,0.0001035419,0.008556186,0.00004699745,0.000004192733,0.000007761282,0.0001337941,0.00004320073,0.9907286,0.000001231035,0.00003779811,0.0002584014],"study_design_scores_gemma":[0.0006875579,0.00005943657,0.02243352,0.0001436335,0.00002049248,0.00005036142,0.00002881379,0.00003953097,0.9759963,0.00004831871,0.0003581898,0.0001338775],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985802,0.00000453181,0.0001561089,0.0001408817,0.0001374502,0.00008934564,0.000001161307,0.00001429509,0.0008759875],"genre_scores_gemma":[0.9992558,0.000008995356,0.0004416805,0.00007134169,0.0001826744,0.000006104868,0.000002376534,0.0000150089,0.00001598847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01473237,"threshold_uncertainty_score":0.7040896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003741180906142928,"score_gpt":0.2032667677909352,"score_spread":0.1995255868847922,"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."}}