{"id":"W2065120961","doi":"10.1016/j.colsurfb.2010.06.024","title":"An in situ study of protein adsorption on combinatorial Cu–Al films using spectroscopic ellipsometry","year":2010,"lang":"en","type":"article","venue":"Colloids and Surfaces B Biointerfaces","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"Medtronic","keywords":"Adsorption; Protein adsorption; In situ; Ellipsometry; Materials science; Analytical Chemistry (journal); Copper; Oxide; Metal; Chemistry; Thin film; Sputter deposition; Chemical engineering; Chromatography; Sputtering; Nanotechnology; Organic chemistry; Metallurgy","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":[0.0005452272,0.0002760173,0.0004868806,0.0002517393,0.0001376639,0.0001556632,0.0002742855,0.0001030954,0.000177098],"category_scores_gemma":[0.00006694635,0.0002404301,0.00003818555,0.0003279544,0.0002070053,0.0004492041,0.0001194848,0.0003035047,0.00002366034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003845734,"about_ca_system_score_gemma":0.00004410409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001168602,"about_ca_topic_score_gemma":0.001711124,"domain_scores_codex":[0.9980162,0.0001919441,0.0005219996,0.000551508,0.0003803471,0.0003380143],"domain_scores_gemma":[0.9991047,0.0001011402,0.0002469843,0.0003648402,0.00008778906,0.00009450664],"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":[0.0002949712,0.001186477,0.0386199,0.0000222419,0.00001626259,0.000003186741,0.001208174,0.0001346175,0.9583616,0.00006292109,0.00002026234,0.00006934353],"study_design_scores_gemma":[0.001407494,0.002424662,0.01442899,0.00008901392,0.00001519622,0.000002728423,0.004563875,0.00114471,0.9755335,0.00007323828,0.0000569006,0.0002597123],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965796,0.0002014987,0.00001294482,0.00004635934,0.002099265,0.0006970526,0.00001976265,0.00006099068,0.0002825079],"genre_scores_gemma":[0.9991723,0.00001226305,0.0006365093,0.00001625372,0.00003937455,0.00001971147,0.000001356593,0.00002085892,0.00008132117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02419091,"threshold_uncertainty_score":0.9804453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01903874340497011,"score_gpt":0.3018799773303505,"score_spread":0.2828412339253804,"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."}}