{"id":"W2560192601","doi":"","title":"Measurements of Diffusion Coefficients in Particles Using Fluorescence Recovery after Photobleaching (FRAP)","year":2014,"lang":"en","type":"article","venue":"2014 AGU Fall Meeting","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Fluorescence recovery after photobleaching; Diffusion; Fluorescence; Photobleaching; Chemistry; Analytical Chemistry (journal); Chromatography; Thermodynamics; Optics; Physics","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":[0.0009496254,0.0007644333,0.0006093947,0.0004336135,0.0008954863,0.0007252255,0.0008558012,0.001140735,0.00124299],"category_scores_gemma":[0.00121446,0.000506848,0.0004444774,0.0004423606,0.0006215492,0.001539368,0.0004345621,0.003247254,0.0007826344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008378992,"about_ca_system_score_gemma":0.000486669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004021181,"about_ca_topic_score_gemma":0.003403088,"domain_scores_codex":[0.9993569,0.00005618793,0.00003367604,0.000231159,0.0002275047,0.00009447473],"domain_scores_gemma":[0.9991623,0.0003900015,0.0001066475,0.0001217637,0.0001737147,0.0000456693],"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":[0.00003135958,0.00001722905,0.00007779548,0.00002309362,0.000004627841,0.000009395186,0.00004818754,0.0001163104,0.9984483,0.0001603495,0.000078705,0.000984724],"study_design_scores_gemma":[0.000004319691,0.00003208232,0.0004526615,0.000001710392,0.000004759252,0.00002069807,0.00001598402,0.001416375,0.9974691,0.00004578091,0.0005293525,0.000007290928],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8221514,0.001923804,0.1680282,0.0005018378,0.0001502253,0.0002339127,0.001174189,0.001182165,0.004654329],"genre_scores_gemma":[0.8794144,0.0021851,0.1065517,0.000166191,0.00002760318,0.0003946783,0.001214741,0.0003786491,0.009667014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004021181,"threshold_uncertainty_score":0.007995546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02856442365976888,"score_gpt":0.250125344506219,"score_spread":0.2215609208464501,"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."}}