{"id":"W2032151907","doi":"10.1021/la204398q","title":"Biomolecule-Coated Metal Nanoparticles on Titanium","year":2011,"lang":"en","type":"article","venue":"Langmuir","topic":"Nanocluster Synthesis and Applications","field":"Materials Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Argonne National Laboratory; Basic Energy Sciences; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Office of Science; U.S. Department of Energy","keywords":"Biomolecule; Nanoparticle; X-ray photoelectron spectroscopy; Materials science; Titanium; Nanotechnology; Metal; Chemical engineering; Chemistry","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008958288,0.00007157597,0.00008375868,0.00002706639,0.00007855581,0.00002147664,0.0001624221,0.00002867882,0.001039757],"category_scores_gemma":[0.000008666608,0.00005444524,0.00003203799,0.00009841185,0.00003854696,0.00005186526,0.00003367389,0.00002385018,0.00280834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008634556,"about_ca_system_score_gemma":0.000006638476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004873076,"about_ca_topic_score_gemma":0.000009144891,"domain_scores_codex":[0.9994511,0.00002777756,0.0001047266,0.0001644549,0.00009523787,0.0001567034],"domain_scores_gemma":[0.9996909,0.00001576331,0.0000354009,0.0001987619,0.00001816322,0.00004099324],"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":[0.000009462347,0.0000741736,0.00004290215,0.000002414711,0.0000029459,0.000003626103,0.0001782725,6.889969e-8,0.9870461,0.01122377,0.001021085,0.0003952093],"study_design_scores_gemma":[0.00008448672,0.00003247193,0.002264683,0.000004082257,0.000009385479,0.000002937653,0.00003470992,0.00001060257,0.9915933,0.0002392126,0.005644567,0.00007955654],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784095,0.00002569039,0.0001675669,0.0002117154,0.00009649056,0.00008108055,0.00001737191,0.0001261799,0.02086442],"genre_scores_gemma":[0.9979914,9.428917e-7,0.001219891,0.0002182256,0.00003897908,0.00002955861,0.000002536004,0.00001044497,0.0004879974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02037642,"threshold_uncertainty_score":0.9998734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04466914394545179,"score_gpt":0.2410328811283228,"score_spread":0.196363737182871,"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."}}