{"id":"W1964521963","doi":"10.1063/1.2766844","title":"Tracking polymer diffusion in a wet latex film with fluorescence resonance energy transfer","year":2007,"lang":"en","type":"article","venue":"Review of Scientific Instruments","topic":"Material Properties and Processing","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Förster resonance energy transfer; Polymer; Materials science; Diffusion; Acceptor; Copolymer; Tracking (education); Fluorescence; Composite material; Optics; Physics; Thermodynamics","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":[0.0005154157,0.0001291482,0.0002310175,0.00009329025,0.00006836513,0.00004954127,0.0001718305,0.00003850733,0.0001557029],"category_scores_gemma":[0.000006345362,0.0000953786,0.00003275851,0.0004647676,0.00008170339,0.0002140068,0.00001895384,0.00006961096,0.000005306315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003423762,"about_ca_system_score_gemma":0.00002012323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004166002,"about_ca_topic_score_gemma":0.00003466952,"domain_scores_codex":[0.9988173,0.00001688722,0.0003954355,0.0002045588,0.0002829292,0.0002828866],"domain_scores_gemma":[0.9996929,0.000006274034,0.00003128321,0.0001819269,0.00003777138,0.00004979915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003507782,0.00003788168,0.0007737356,0.006425877,0.000006586126,0.000007437709,0.0002370991,0.000007791696,0.1221845,0.0001200742,0.00008649574,0.8700774],"study_design_scores_gemma":[0.0007771928,0.00006496755,0.003504811,0.04977041,0.00002399623,0.0000180802,0.00005315329,0.004727217,0.889703,0.00002353793,0.05086036,0.0004732457],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974571,0.02249994,0.0001843089,0.00002131011,0.0004408119,0.000141992,0.000007747848,0.00003574327,0.002097134],"genre_scores_gemma":[0.9922181,0.007235219,0.0002080249,0.00005262966,0.00001755755,0.000005245971,0.000008902753,0.00001645744,0.0002378083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8696042,"threshold_uncertainty_score":0.3889427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01091185024402026,"score_gpt":0.2130546323408647,"score_spread":0.2021427820968444,"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."}}