{"id":"W4251951516","doi":"10.1063/1.5144616.4","title":"10.1063/1.5144616.4","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; Electromagnetic field; Microwave cavity; 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":[0.00009806652,0.0007005058,0.0008390797,0.0001369814,0.0001737256,0.0007075256,0.001123826,0.0002324259,0.006980217],"category_scores_gemma":[0.00003709287,0.0006657531,0.0005838803,0.0004413647,0.0001760494,0.0005207721,0.000681403,0.001066693,0.05693402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001333205,"about_ca_system_score_gemma":0.0004082148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003144145,"about_ca_topic_score_gemma":0.000004671326,"domain_scores_codex":[0.9969279,0.00005538363,0.0005457349,0.0009086426,0.0007341528,0.0008281543],"domain_scores_gemma":[0.998129,0.0001967357,0.0002476943,0.0008824736,0.00009956064,0.0004445362],"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":[0.000045965,0.0002328304,0.00004626886,0.0000614861,0.0002873156,0.0000369242,0.00002418501,0.000001486369,0.000005515102,0.0003032581,0.9692437,0.02971106],"study_design_scores_gemma":[0.0005346438,0.00007490091,0.000007404178,0.00004589224,0.00005716661,0.000002694695,0.0001328842,0.0002774658,0.00002624323,0.00202337,0.9961028,0.0007145061],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008609472,0.00004297164,0.0004692126,0.00004582621,0.0001920459,0.000392701,0.9643892,0.00008724973,0.03429468],"genre_scores_gemma":[0.02144757,0.000006952797,0.000007949526,0.0001073838,0.001636074,0.00008675812,0.9711572,0.00008603463,0.005464062],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0499538,"threshold_uncertainty_score":0.9995794,"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."}}