{"id":"W2050697571","doi":"10.1021/ac403220g","title":"Sol–Gel-Derived Materials for Production of Pin-Printed Reporter Gene Living-Cell Microarrays","year":2013,"lang":"en","type":"article","venue":"Analytical Chemistry","topic":"Advanced Biosensing Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"DNA microarray; Chemistry; Microarray; Fluorescence; Bioanalysis; Reporter gene; Cell; Microtiter plate; Biosensor; Protein microarray; Cell culture; Fluorescence microscope; Biophysics; Cell growth; Gene expression; Viability assay; Nanotechnology; Molecular biology; Gene; Chromatography; Biochemistry; Biology; Materials science","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":[],"consensus_categories":[],"category_scores_codex":[0.0001120334,0.0001312939,0.0001659709,0.000009929665,0.00004351498,0.00001419597,0.0001180485,0.0001564487,0.00006860739],"category_scores_gemma":[0.0002241389,0.0001228959,0.00009470389,0.0000416554,0.0001290536,0.000003665642,0.00007684648,0.00004342707,0.000003719971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001527829,"about_ca_system_score_gemma":0.00003487075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009076915,"about_ca_topic_score_gemma":6.296477e-7,"domain_scores_codex":[0.9990391,0.00000749,0.0003204748,0.0003707628,0.00007942561,0.0001827493],"domain_scores_gemma":[0.9989957,0.00001086486,0.0001533352,0.0004561927,0.0003222143,0.00006170433],"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":[0.00001406543,0.00009196114,0.00003864803,0.00006755747,0.00002200975,2.309981e-7,0.000005378798,0.000002514886,0.9933538,0.00000538027,0.006264487,0.0001339843],"study_design_scores_gemma":[0.0000906116,0.000038459,0.0001075925,0.00001822163,0.00002980895,0.00001567866,0.00002277734,0.00005594428,0.995087,0.0001911425,0.004197382,0.0001454008],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848464,0.00003056891,0.01380489,0.0003257878,0.00003406858,0.0003129184,0.0000179196,0.00002976071,0.0005977047],"genre_scores_gemma":[0.9803442,0.00003307401,0.01630413,0.00007893155,0.0002270729,0.00007810133,0.0001567786,0.0000216075,0.002756159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004502233,"threshold_uncertainty_score":0.5011551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01052913637337074,"score_gpt":0.2606687635352218,"score_spread":0.2501396271618511,"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."}}