{"id":"W4401719406","doi":"10.23919/inc-usnc-ursi61303.2024.10632274","title":"Atom and Atom-Like Sensors","year":2024,"lang":"en","type":"article","venue":"","topic":"Gas Sensing Nanomaterials and Sensors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Atom (system on chip); Atom optics; Atomic physics; Physics; Computer science; Embedded system","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":[0.0006241412,0.0008341038,0.0008255466,0.001244182,0.0004970569,0.001604863,0.001062039,0.002162072,0.00595956],"category_scores_gemma":[0.0008016041,0.0003262472,0.0006117031,0.0009400531,0.001325218,0.004265836,0.001399171,0.002818975,0.004043499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007792442,"about_ca_system_score_gemma":0.0003999286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004261171,"about_ca_topic_score_gemma":0.0003759481,"domain_scores_codex":[0.9991948,0.0001073606,0.00004128122,0.00023463,0.000344709,0.00007715738],"domain_scores_gemma":[0.9997267,0.00008150936,0.00003265495,0.00002566807,0.0001083103,0.00002505638],"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":[0.000150197,0.0001637776,0.0007492322,0.007490996,0.0001237427,0.0004330373,0.0003823038,0.002109279,0.04351437,0.3413224,0.1437525,0.4598081],"study_design_scores_gemma":[0.000003480996,0.0001006704,0.0002860458,0.0003590041,0.00002069334,0.0006048574,0.00007069691,0.0006347565,0.006596034,0.0198074,0.9714888,0.00002752984],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002003156,0.907399,0.02680517,0.00486698,0.008376704,0.00005973713,0.0001546063,0.0001891127,0.05014558],"genre_scores_gemma":[0.04207907,0.8335726,0.0311155,0.01209707,0.01007307,0.0001975258,0.000466422,0.0001444565,0.0702542],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00595956,"threshold_uncertainty_score":0.01993674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007278181558760404,"score_gpt":0.1944342704640351,"score_spread":0.1871560889052747,"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."}}