{"id":"W1986122554","doi":"10.1021/bc049858u","title":"Engineering Surfaces for Bioconjugation:  Developing Strategies and Quantifying the Extent of the Reactions","year":2004,"lang":"en","type":"article","venue":"Bioconjugate Chemistry","topic":"Nanofabrication and Lithography Techniques","field":"Engineering","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Hôpital Saint-François d'Assise","funders":"Natural Sciences and Engineering Research Council of Canada; Health Research Foundation","keywords":"Chemistry; Bioconjugation; Nanotechnology; Biochemical engineering; Combinatorial chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001360298,0.001123406,0.0004309037,0.0005240691,0.0002206209,0.0008102603,0.0004700038,0.0008663273,0.0005644024],"category_scores_gemma":[0.001067785,0.0003894936,0.0004173673,0.0004037719,0.0005093992,0.0009642255,0.0005640467,0.0007109166,0.000561713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007082111,"about_ca_system_score_gemma":0.0003317334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003492464,"about_ca_topic_score_gemma":0.0007981007,"domain_scores_codex":[0.9987934,0.0003422709,0.00009258811,0.0001825626,0.0004711362,0.0001179644],"domain_scores_gemma":[0.9994264,0.0001705144,0.0001402094,0.00008251453,0.0001552227,0.0000251444],"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":[0.00001098063,0.00001498119,0.0001165976,0.0001089346,0.000007249046,0.00001840958,0.00002427653,0.0001861363,0.9931911,0.0002236735,0.0000198792,0.006077725],"study_design_scores_gemma":[0.000001589188,0.00008414639,0.0003288874,0.000008006324,0.000007321144,0.00004496719,0.00001569338,0.0005699109,0.9970644,0.00006852761,0.001802893,0.000003701975],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7147614,0.01713169,0.2596979,0.0006902561,0.0001583431,0.0006201608,0.000219662,0.0007260707,0.00599457],"genre_scores_gemma":[0.8034863,0.01360907,0.1769059,0.000259972,0.00006520259,0.0004636456,0.0004309367,0.000173862,0.004605033],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001360298,"threshold_uncertainty_score":0.007194042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02208179610588521,"score_gpt":0.2453048555193783,"score_spread":0.2232230594134931,"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."}}