{"id":"W7020066868","doi":"","title":"Iridescent paper-based polymerized colloidal crystal arrays for molecular sensing","year":2013,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Photonic Crystals and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Colloidal crystal; Colloid; Iridescence; Dispersion (optics); Polymerization; Crystallization; Crystal (programming language)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002029825,0.0003205063,0.0002077527,0.0003490457,0.0001633639,0.0004524262,0.000373031,0.0004251761,0.002096677],"category_scores_gemma":[0.000209518,0.0001878875,0.0002560557,0.0003214059,0.0001515755,0.0004035323,0.0002080471,0.000527944,0.000950403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004081153,"about_ca_system_score_gemma":0.0003201985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005448169,"about_ca_topic_score_gemma":0.00162103,"domain_scores_codex":[0.9997723,0.0000212839,0.000009347787,0.00005497527,0.0001183853,0.00002383415],"domain_scores_gemma":[0.9998746,0.00003475548,0.00002182755,0.00001230036,0.00004000136,0.00001652344],"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":[0.0000123598,0.0000253749,0.00004102683,0.00003524216,0.00000379513,0.00001906806,0.00001265342,0.0003037608,0.9892161,0.0004035379,0.0001846927,0.009742391],"study_design_scores_gemma":[0.000006551626,0.00005505289,0.0002290785,0.000003649653,0.000004079247,0.00003075118,0.000005813909,0.002410267,0.9930334,0.00006937754,0.00414743,0.000004721629],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6371768,0.01259914,0.306387,0.0006873571,0.0005527976,0.0004259493,0.0007732344,0.001641751,0.03975606],"genre_scores_gemma":[0.7359485,0.005165494,0.2285768,0.00024957,0.0000895126,0.0002357471,0.0005957846,0.0001947756,0.02894392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002096677,"threshold_uncertainty_score":0.007014096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01703428055613383,"score_gpt":0.2996602686245035,"score_spread":0.2826259880683696,"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."}}