{"id":"W3126954211","doi":"10.1039/d0an02258f","title":"Measuring temperature heterogeneities during solar-photothermal heating using quantum dot nanothermometry","year":2021,"lang":"en","type":"article","venue":"The Analyst","topic":"Solar-Powered Water Purification Methods","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Division of Engineering Education and Centers","keywords":"Photothermal therapy; Quantum dot; Wavelength; Optoelectronics; Fluorescence; Materials science; Optics; Nanotechnology; 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":[0.0002138641,0.0001635308,0.0001824861,0.0002334103,0.0003045668,0.0002603562,0.0002893776,0.00031376,0.001044972],"category_scores_gemma":[0.0004086459,0.0001739278,0.0001279,0.0002872241,0.0003394301,0.0004195323,0.0002146834,0.0004735585,0.0002082743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003963157,"about_ca_system_score_gemma":0.0001459452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006345625,"about_ca_topic_score_gemma":0.001838626,"domain_scores_codex":[0.9997821,0.00002400502,0.0000105181,0.00008671887,0.00007302057,0.00002358081],"domain_scores_gemma":[0.9998196,0.00007442877,0.00004352274,0.00002435505,0.00002665502,0.00001146193],"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":[0.00003844014,0.00001829188,0.000562449,0.00001884229,0.000003203637,0.00001985852,0.00008425617,0.0002023488,0.9970522,0.00009530355,0.00001971028,0.001885124],"study_design_scores_gemma":[0.000002885281,0.0000361783,0.002604871,0.000001572351,0.000004043622,0.0000287039,0.00003055812,0.003778832,0.9932591,0.0000437805,0.0002048663,0.000004690388],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829198,0.000225014,0.01543556,0.00003683303,0.0000137068,0.00003236043,0.0002570233,0.00009524185,0.000984438],"genre_scores_gemma":[0.9897859,0.0001948956,0.008852753,0.00002591602,0.000005061474,0.00006735631,0.0001043321,0.00002144315,0.0009423072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001044972,"threshold_uncertainty_score":0.003495753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05974171206316571,"score_gpt":0.2850026164758886,"score_spread":0.2252609044127229,"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."}}