{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003386198,0.00006885044,0.0001431445,0.0004146692,0.00007969421,0.00002505297,0.00009154582,0.0003909041,0.0001051382],"category_scores_gemma":[0.00008500178,0.00006539722,0.000009784892,0.0005329791,0.0005008315,0.00004084779,0.00009030451,0.0002742439,0.000007843051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003714568,"about_ca_system_score_gemma":0.00002515178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002182675,"about_ca_topic_score_gemma":0.0007989153,"domain_scores_codex":[0.9992659,0.00002510622,0.0001866408,0.0002373078,0.0001026997,0.0001823529],"domain_scores_gemma":[0.9996971,0.00004796518,0.00003864939,0.000145312,0.00004833982,0.00002261042],"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":[0.00002633632,0.0001518937,0.04915312,0.00003315202,0.000009134518,0.0000195066,0.00003506822,7.974815e-7,0.9197339,0.02218022,0.00126082,0.007396002],"study_design_scores_gemma":[0.00115501,0.0001570756,0.004755453,0.00006392989,0.00001282328,0.00003829693,0.0005351355,0.001708012,0.8283156,0.07886307,0.08412315,0.0002724483],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947417,0.0002922191,0.000301259,0.00203042,0.000005432654,0.00007614485,0.000006522454,0.00009607811,0.002450221],"genre_scores_gemma":[0.9988897,0.00004234567,0.0005864534,0.00003552536,0.0000230734,0.00005318557,0.000006930797,0.000007468687,0.0003552896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09141836,"threshold_uncertainty_score":0.301501,"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."}}