{"id":"W4285218343","doi":"10.1007/978-3-031-04398-7_14","title":"Diazonium Salts and Related Compounds for Biomedical Applications","year":2022,"lang":"en","type":"book-chapter","venue":"Physical chemistry in action","topic":"Molecular Junctions and Nanostructures","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Biomolecule; Biomaterial; Nanotechnology; Surface modification; Drug delivery; Chemistry; 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":[0.00002271982,0.0001633808,0.0001805564,0.00004017923,0.00006245986,0.00001188232,0.0000613653,0.0001761019,0.000156041],"category_scores_gemma":[0.000004047059,0.0001844731,0.00007655904,0.00004495847,0.00005156144,0.00002747027,0.00002592049,0.0004251155,0.000003533949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001298006,"about_ca_system_score_gemma":0.00001306232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000228352,"about_ca_topic_score_gemma":5.784574e-7,"domain_scores_codex":[0.9994087,0.000002254063,0.0001509627,0.0002125318,0.0001148556,0.0001106733],"domain_scores_gemma":[0.9996971,0.0000438704,0.00003746925,0.0001533888,0.00001265964,0.00005553779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007806103,0.0002071354,0.000005022517,0.002436715,0.0004222264,0.0000137425,0.0001434233,0.002034895,0.8966224,0.04443279,0.009030116,0.04457353],"study_design_scores_gemma":[0.0004568262,0.00002734462,0.00002361182,0.00003321535,0.00008285914,0.00003016019,0.00000821228,0.00758633,0.0142364,0.02546269,0.9516629,0.0003894651],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02163488,0.001442584,0.004294802,0.0003934452,0.001170473,0.00206538,0.0008830804,0.001078297,0.9670371],"genre_scores_gemma":[0.9609823,0.0003805272,0.000128957,0.00001634487,0.000846862,0.0006363814,0.002431638,0.0001476931,0.03442933],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9426328,"threshold_uncertainty_score":0.7522597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007924200095714285,"score_gpt":0.2266538594612249,"score_spread":0.2187296593655106,"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."}}