{"id":"W6959652169","doi":"10.1021/am1012722.s001","title":"A “Paint-On” Protocol for the Facile Assembly of Uniform Microgel Coatings for Color Tunable Etalon Fabrication","year":2016,"lang":"en","type":"article","venue":"Figshare","topic":"Advances in Cucurbitaceae Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Fabrication; Overlayer; Deposition (geology); Thin film; Fabry–Pérot interferometer; Reflectivity; Substrate (aquarium)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001368685,0.0001034303,0.00009617388,0.00001979653,0.00009979092,0.00001445661,0.0003022342,0.000100182,0.001231766],"category_scores_gemma":[0.00275455,0.00006073691,0.00009405025,0.00005451024,0.00002234181,0.000006814813,0.00009825142,0.00003717019,0.00003965919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002869158,"about_ca_system_score_gemma":0.0001143691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001351156,"about_ca_topic_score_gemma":0.000004688431,"domain_scores_codex":[0.9992293,0.00001826602,0.000162387,0.0002354495,0.0001173346,0.0002372622],"domain_scores_gemma":[0.998724,0.0003350515,0.0001448805,0.0003201131,0.0004397294,0.00003625022],"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":[0.0004306461,0.00007393206,0.00003852867,0.0005019188,0.00003316102,1.623367e-7,0.00001802021,0.00003075103,0.6391001,0.00006800487,0.3484325,0.01127229],"study_design_scores_gemma":[0.000631188,0.0004318633,0.00002410211,0.0001486376,0.000002135848,8.069729e-7,0.00001586239,0.0001736014,0.5104197,0.00003891532,0.4880495,0.00006370783],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004038993,0.000146732,0.02456392,0.001490836,0.0001014764,0.4930503,0.47273,0.00007875568,0.003798896],"genre_scores_gemma":[0.06801905,0.000002550663,0.002038065,0.0001946177,0.0002543141,0.9133722,0.01210793,0.00005227848,0.003958941],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.4606221,"threshold_uncertainty_score":0.9996812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06621017617457256,"score_gpt":0.378274752884484,"score_spread":0.3120645767099114,"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."}}