{"id":"W2041209392","doi":"10.1242/jeb.070029","title":"Determining rates of epithelial solute transport by optical measurement of fluorochrome concentration gradients in the unstirred layer","year":2012,"lang":"en","type":"article","venue":"Journal of Experimental Biology","topic":"Advanced Fluorescence Microscopy Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Fluorescein; Malpighian tubule system; Chemistry; Biophysics; Confocal; Confocal microscopy; Fluorescence; Chromatography; Diffusion; Passive transport; Membrane; Biochemistry; Biology; Cell biology; Optics","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":[0.0008611439,0.0005304769,0.0004176293,0.0009250693,0.0003113265,0.0006039874,0.000758477,0.00049124,0.0009834761],"category_scores_gemma":[0.001075271,0.0004211967,0.0003482092,0.0004498097,0.0002990151,0.0008947137,0.0002935136,0.001230238,0.0005722708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000629839,"about_ca_system_score_gemma":0.0005678564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001923018,"about_ca_topic_score_gemma":0.002103136,"domain_scores_codex":[0.999541,0.00005976448,0.00003781295,0.0001119098,0.0002070723,0.00004248777],"domain_scores_gemma":[0.9992274,0.0003237169,0.0001467521,0.00008451524,0.0001753872,0.0000422501],"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":[0.00003581679,0.00001651136,0.0009924717,0.00007977783,0.000007764792,0.00001679098,0.00003319181,0.0001210823,0.9913282,0.0001928727,0.00005198496,0.007123526],"study_design_scores_gemma":[0.000005257395,0.00007886954,0.003546245,0.000005332797,0.00001490471,0.00009163758,0.00002055401,0.003741279,0.9909199,0.0000791564,0.001481761,0.00001508489],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5825943,0.003646491,0.4079139,0.0002279185,0.0001258278,0.0003999747,0.000979733,0.000983583,0.003128279],"genre_scores_gemma":[0.602676,0.005885695,0.385208,0.0001188628,0.00006131394,0.00058291,0.0006679104,0.0002334256,0.004565857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001923018,"threshold_uncertainty_score":0.004569829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02653754319916999,"score_gpt":0.3302750171569074,"score_spread":0.3037374739577374,"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."}}