{"id":"W2030626250","doi":"10.1006/abio.2001.5212","title":"Expression Microarray Hybridization Kinetics Depend on Length of the Immobilized DNA but Are Independent of Immobilization Substrate","year":2001,"lang":"en","type":"article","venue":"Analytical Biochemistry","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":89,"is_retracted":false,"has_abstract":false,"ca_institutions":"EaglePicher (Canada)","funders":"","keywords":"Substrate (aquarium); Chemistry; DNA microarray; In situ hybridization; DNA–DNA hybridization; Kinetics; DNA; Biophysics; Gene expression; Biology; Biochemistry; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002381138,0.001584141,0.001899125,0.0008518301,0.0006504569,0.00219779,0.001283858,0.001338795,0.004527331],"category_scores_gemma":[0.00363842,0.002232604,0.001022027,0.001019345,0.001031964,0.001909369,0.0008512719,0.003620175,0.008769399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001703992,"about_ca_system_score_gemma":0.001035625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008263352,"about_ca_topic_score_gemma":0.00184691,"domain_scores_codex":[0.9980096,0.0004685177,0.0001096556,0.0005353889,0.0005338779,0.0003430103],"domain_scores_gemma":[0.995195,0.002923433,0.000308276,0.0004852179,0.0007582333,0.0003299398],"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":[0.0001317966,0.00005842886,0.0001651059,0.00009810529,0.00001373568,0.00001608723,0.00005853164,0.0001066707,0.9953598,0.0003055899,0.0002772206,0.003408865],"study_design_scores_gemma":[0.00001572911,0.00008360251,0.001496234,0.00001518933,0.00001821948,0.00005222465,0.0000260115,0.001331219,0.9946849,0.0002367176,0.002019883,0.0000201105],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4975373,0.00798487,0.4540786,0.004064841,0.0009400547,0.001057164,0.002629066,0.009293529,0.02241454],"genre_scores_gemma":[0.6482932,0.01045032,0.2235398,0.002925094,0.0003658309,0.004495986,0.007583775,0.003504151,0.09884176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004527331,"threshold_uncertainty_score":0.01514542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01342758512700978,"score_gpt":0.2511291698986682,"score_spread":0.2377015847716585,"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."}}