{"id":"W4255538901","doi":"10.1063/1.5144616.3","title":"10.1063/1.5144616.3","year":2020,"lang":"en","type":"dataset","venue":"Default Digital Object Group","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Microwave; SIGNAL (programming language); Physics; Coupling (piping); Modulation (music); Atom (system on chip); Optoelectronics; Materials science; Acoustics; Computer science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009767353,0.0007009211,0.0008419632,0.000142644,0.0001745198,0.0007080766,0.001115947,0.0002315607,0.006690131],"category_scores_gemma":[0.00003770264,0.0006662422,0.0005721944,0.0004417164,0.0001750813,0.0005218893,0.000680151,0.001063989,0.05894059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001322732,"about_ca_system_score_gemma":0.0004098041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003033202,"about_ca_topic_score_gemma":0.000004709083,"domain_scores_codex":[0.9969212,0.00005628178,0.0005477705,0.0009087297,0.0007363434,0.0008296851],"domain_scores_gemma":[0.9981255,0.0001982829,0.0002487586,0.0008826177,0.0000992865,0.0004455518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000471245,0.0002348438,0.00004440731,0.00006072907,0.0002831871,0.0000390276,0.00002364273,0.000001457839,0.000005358706,0.0003140563,0.9687254,0.03022076],"study_design_scores_gemma":[0.0005348318,0.00007546254,0.000007327019,0.00004553537,0.00005694601,0.000002758211,0.0001307687,0.0002750042,0.00002628013,0.00206002,0.9960705,0.0007145759],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008719679,0.00004310594,0.0004622474,0.00004555295,0.000194095,0.000394896,0.9642168,0.00009303607,0.03446306],"genre_scores_gemma":[0.02143146,0.000006757945,0.000007670873,0.0001067354,0.001622671,0.00008845795,0.9712666,0.0000898063,0.005379798],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05225046,"threshold_uncertainty_score":0.9995789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01320861122855467,"score_gpt":0.2644654488394332,"score_spread":0.2512568376108786,"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."}}