{"id":"W2313605914","doi":"10.1021/ac501870w","title":"Inkjet-Printed Bioassays for Direct Reading with a Multimode DVD/Blu-Ray Optical Drive","year":2014,"lang":"en","type":"article","venue":"Analytical Chemistry","topic":"Advanced Biosensing Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Chemistry; Bioassay; Streptavidin; Nanotechnology; On demand; Fabrication; Multi-mode optical fiber; Computer hardware; Optoelectronics; Computer science; Biotin; Optical fiber; Materials science; Telecommunications; Multimedia","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":[],"consensus_categories":[],"category_scores_codex":[0.0001288576,0.0001992334,0.0002088361,0.00001431433,0.00009833563,0.00002604479,0.0001835252,0.0002139114,0.000009834342],"category_scores_gemma":[0.0002699803,0.0001666021,0.0001152297,0.00009243956,0.0002004682,0.000003162809,0.00008759269,0.0001297154,0.000004058629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002423948,"about_ca_system_score_gemma":0.00003362979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005006126,"about_ca_topic_score_gemma":0.000003066045,"domain_scores_codex":[0.9988509,0.00001071144,0.0001972311,0.0005188733,0.0001071317,0.0003151807],"domain_scores_gemma":[0.999087,0.00006226148,0.00006441824,0.0004913226,0.0001334108,0.0001615671],"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":[0.0001126014,0.00009662006,0.0002544226,0.00003971686,0.00006657679,0.000001562284,0.000004662716,0.0001043121,0.9950479,0.001079347,0.001475947,0.001716328],"study_design_scores_gemma":[0.0004664142,0.000144336,0.00008572049,0.00003614937,0.00006711745,0.00001454547,0.00002013178,0.01976417,0.9307308,0.0003727036,0.04797434,0.0003236118],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2684326,0.00003181196,0.7031246,0.00107263,0.00002014056,0.0003979517,0.00004953524,0.0001777545,0.02669288],"genre_scores_gemma":[0.9386405,0.00001345164,0.05959478,0.0002169253,0.0002224889,0.00005508999,0.0002000992,0.00003325117,0.001023403],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6702079,"threshold_uncertainty_score":0.6793837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00855622884919284,"score_gpt":0.2725617953506723,"score_spread":0.2640055665014795,"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."}}