{"id":"W7009577161","doi":"","title":"Experimental studies of zinc oxide and silica peptide interactions","year":2016,"lang":"en","type":"dissertation","venue":"Nottingham Trent University's Institutional Repository (Nottingham Trent Repository)","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Air Force Office of Scientific Research; U.S. Air Force; Trent University; Nottingham Trent University","keywords":"Phase (matter); Filter (signal processing); Work (physics); Mechanism (biology)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004199134,0.0005143623,0.0003245472,0.000254839,0.0006308383,0.0002985115,0.0005857983,0.0004075374,0.003436536],"category_scores_gemma":[0.0004846153,0.0002393824,0.0002272339,0.0004536378,0.0003255829,0.0002922447,0.0003578559,0.0005647598,0.0007624348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004999993,"about_ca_system_score_gemma":0.0003800559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00149594,"about_ca_topic_score_gemma":0.001781731,"domain_scores_codex":[0.9994147,0.00004380357,0.00002993252,0.0001463747,0.0002653922,0.00009980772],"domain_scores_gemma":[0.9996778,0.0001267549,0.00006199856,0.0000331861,0.00008227877,0.00001810088],"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":[0.00006333253,0.00002603424,0.000243119,0.0001000102,0.000003693137,0.0000559586,0.00004558592,0.0001101922,0.997572,0.0001803188,0.00006305007,0.001536638],"study_design_scores_gemma":[0.000009733316,0.0001255354,0.001075388,0.000009880994,0.000007851833,0.00006952105,0.00003970111,0.0005098268,0.994066,0.0000698014,0.004010063,0.000006626299],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.964637,0.002736995,0.01456752,0.0001758386,0.00009419891,0.0003401106,0.001474016,0.0001460061,0.0158283],"genre_scores_gemma":[0.9623061,0.004436922,0.02327892,0.0001256178,0.00006188856,0.0004836439,0.001430363,0.00007164343,0.007804977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003436536,"threshold_uncertainty_score":0.01149637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02193546577316427,"score_gpt":0.2957772909269155,"score_spread":0.2738418251537512,"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."}}