{"id":"W2022824031","doi":"10.1111/j.1478-4408.2006.00009.x","title":"Dyes and other colorants in microtechnique and biomedical research","year":2006,"lang":"en","type":"article","venue":"Coloration Technology","topic":"Dye analysis and toxicity","field":"Chemistry","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Staining; Chemistry; Avidin; Streptavidin; Biotin; Macromolecule; Chromogenic; Eosin; Biotinylation; Covalent bond; Biophysics; Biochemistry; Combinatorial chemistry; Chromatography; Organic chemistry; Biology","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":[0.001479127,0.001292206,0.001365745,0.003475501,0.001355843,0.003286388,0.001458703,0.003084484,0.009630486],"category_scores_gemma":[0.001645825,0.0005755388,0.0008214395,0.004736683,0.003517794,0.003793627,0.002314328,0.004098798,0.007912639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001765424,"about_ca_system_score_gemma":0.001131217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001006682,"about_ca_topic_score_gemma":0.0009681729,"domain_scores_codex":[0.9967297,0.0005623048,0.0002334457,0.0005941485,0.001664464,0.0002158828],"domain_scores_gemma":[0.9988762,0.000417783,0.0001721177,0.0001175331,0.000324117,0.00009238198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002600363,0.0002132424,0.001028107,0.01113381,0.0001080353,0.001506269,0.001052383,0.001063448,0.09762292,0.2164552,0.07250109,0.5970555],"study_design_scores_gemma":[0.000005063283,0.0001170128,0.0003150208,0.0006138044,0.00001987309,0.001370792,0.0001107003,0.0001553361,0.01621265,0.01487709,0.966152,0.00005069445],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.002524857,0.8978817,0.03490571,0.004503569,0.008249504,0.00008466512,0.0001997533,0.0004946873,0.05115557],"genre_scores_gemma":[0.0410323,0.8022292,0.05220424,0.007714101,0.007057499,0.0003747984,0.0005661116,0.0004354451,0.08838632],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.009630486,"threshold_uncertainty_score":0.03221714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01993822944911769,"score_gpt":0.3161322900056969,"score_spread":0.2961940605565792,"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."}}