{"id":"W2318142210","doi":"10.1557/proc-1056-hh04-07","title":"Functionalized Photonic Crystal Sensor Elements based on Nanoporous Polymers","year":2007,"lang":"en","type":"article","venue":"MRS Proceedings","topic":"Analytical Chemistry and Sensors","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"University at Buffalo; National Science Foundation","keywords":"Materials science; Nanoporous; Optoelectronics; Photonics; Grating; Polymer; Photonic crystal; Nanotechnology","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":[0.0002367946,0.0002304964,0.000204634,0.00007585151,0.00009493287,0.00002736173,0.000135858,0.0001549989,0.00247372],"category_scores_gemma":[0.0001914367,0.0002200264,0.0001310476,0.0002581032,0.00005653765,0.00006874057,0.0000227757,0.0002816839,0.00009511201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00015846,"about_ca_system_score_gemma":0.00001949397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000838801,"about_ca_topic_score_gemma":3.147786e-7,"domain_scores_codex":[0.9983496,0.000001758815,0.0003350901,0.0003561172,0.0004437462,0.0005136872],"domain_scores_gemma":[0.9994305,0.00007885988,0.0000775245,0.0000978195,0.0000868845,0.000228435],"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":[0.0005720159,0.0001732249,0.001849115,0.0001272901,0.00006888946,0.00002771791,0.00009187298,0.000184302,0.9940357,0.001041062,0.0009866665,0.0008421399],"study_design_scores_gemma":[0.00242842,0.0001563775,0.0002871466,0.00009414158,0.00008154258,0.00002858942,0.0004950234,0.06843886,0.8717426,0.00009102349,0.05545391,0.0007023735],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8622385,0.00003132522,0.001244794,0.0002572971,0.0001074706,0.0001481049,0.000009821401,0.00033555,0.1356271],"genre_scores_gemma":[0.9875168,0.00000155233,0.0008132063,0.0006152428,0.0001802471,0.000007415744,0.00001868449,0.00003864253,0.01080827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1252782,"threshold_uncertainty_score":0.9984382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01017486384807997,"score_gpt":0.2295005626625953,"score_spread":0.2193256988145154,"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."}}