{"id":"W3034982120","doi":"10.1016/j.matlet.2020.128129","title":"Electrophoretic deposition of materials using lithocholic acid as a dispersant","year":2020,"lang":"en","type":"article","venue":"Materials Letters","topic":"Electrophoretic Deposition in Materials Science","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electrophoretic deposition; Materials science; Dispersant; Dielectric spectroscopy; Corrosion; Coating; Chemical engineering; Passivation; Diamond; Electrolyte; Metallurgy; Electrochemistry; Dispersion (optics); Composite material; Chemistry; Layer (electronics)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002007126,0.0003015231,0.0004952712,0.00009915525,0.00007413018,0.0001988186,0.0003384113,0.00009686722,0.0009537102],"category_scores_gemma":[0.0000411479,0.0003044134,0.00005817671,0.0002874018,0.000149745,0.0002016133,0.0000604274,0.00007612036,0.0001842149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001088891,"about_ca_system_score_gemma":0.00001899026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000051718,"about_ca_topic_score_gemma":3.889795e-7,"domain_scores_codex":[0.9979953,0.0001465934,0.0006632112,0.0003421635,0.0003417847,0.0005109131],"domain_scores_gemma":[0.9993783,0.0000188772,0.0001425978,0.0002732842,0.00003983959,0.0001471353],"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":[0.00008029162,0.000009762157,0.000006657621,0.0002433877,0.00002784301,0.00003302743,0.0003942905,0.0009123858,0.9978861,0.0001982827,0.0001893396,0.00001861249],"study_design_scores_gemma":[0.0002615551,0.0001173184,0.0001174747,0.00008077861,0.0000466996,0.0001223213,0.0000169335,0.0004841091,0.9983453,0.00007551005,0.00002042906,0.0003115387],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904145,0.00009061952,0.00744507,0.0005622621,0.0007726374,0.0003127139,0.00007136692,0.0002489601,0.00008186935],"genre_scores_gemma":[0.9936594,0.00004992954,0.004609043,0.001244664,0.0003053693,0.00003029704,0.00002967039,0.00007040046,0.000001270409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003244856,"threshold_uncertainty_score":0.9999595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008291934791185554,"score_gpt":0.2056950118744648,"score_spread":0.1974030770832793,"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."}}