{"id":"W2006305314","doi":"10.1021/la015601y","title":"Versatile Decoration of Glass Surfaces To Probe Individual Protein−Protein Interactions and Cellular Adhesion","year":2002,"lang":"en","type":"article","venue":"Langmuir","topic":"Biotin and Related Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Streptavidin; Biotinylation; Adhesion; Protein adsorption; Nanotechnology; Biosensor; Chemistry; Biomolecule; Macromolecule; Covalent bond; Adsorption; Fluorescence; Biophysics; Materials science; Biotin; Biochemistry; Organic chemistry","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":[0.0002218464,0.0004776412,0.0002531588,0.0002739828,0.0002194638,0.0003029783,0.0004232242,0.0004406136,0.0006119075],"category_scores_gemma":[0.0002765457,0.0002591336,0.0003113737,0.0001619199,0.0004814218,0.0002411944,0.0003891645,0.0004685562,0.0002699096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003002114,"about_ca_system_score_gemma":0.0001944676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008078796,"about_ca_topic_score_gemma":0.001664068,"domain_scores_codex":[0.9997703,0.00003265724,0.00001318657,0.00004431565,0.00008760927,0.00005189857],"domain_scores_gemma":[0.9998271,0.00006448304,0.00003727389,0.00003173801,0.00002091287,0.00001850496],"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":[0.000007683038,0.000003596893,0.00005511078,0.00002294184,0.000002256142,0.00001621514,0.00001054844,0.00004020119,0.9987482,0.00009493735,0.00001814448,0.0009801117],"study_design_scores_gemma":[0.000003775008,0.00004837077,0.0008393257,0.000002056366,0.000005022994,0.00006488156,0.00001457363,0.0004956266,0.9973735,0.00005205863,0.001096338,0.0000045229],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9175749,0.005428757,0.07205727,0.000509101,0.0001625997,0.0002164163,0.0002547453,0.0003608919,0.003435214],"genre_scores_gemma":[0.9372678,0.003087991,0.05563778,0.000216086,0.00004033168,0.0001760289,0.0002421565,0.00004803526,0.003283793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008078796,"threshold_uncertainty_score":0.002178192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01476896118459194,"score_gpt":0.2290590274484035,"score_spread":0.2142900662638116,"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."}}