{"id":"W4245978701","doi":"10.5539/apr.v8n1p194","title":"Reviewer Acknowledgements for Applied Physics Research, Vol. 8, No. 1","year":2016,"lang":"en","type":"article","venue":"Applied Physics Research","topic":"Quantum, superfluid, helium dynamics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physics; Library science; Engineering ethics; Computer science; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"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":[0.003699078,0.0005603238,0.0007448749,0.0002127675,0.001046792,0.0002374787,0.001555989,0.000171863,0.001213781],"category_scores_gemma":[0.001207045,0.0004476591,0.0003137337,0.001540477,0.0008819882,0.0003075209,0.001113209,0.001193234,0.02003894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003653138,"about_ca_system_score_gemma":0.0005420753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005078713,"about_ca_topic_score_gemma":0.000004942483,"domain_scores_codex":[0.9929397,0.0003161743,0.0006883034,0.00143042,0.002167634,0.002457765],"domain_scores_gemma":[0.9714766,0.001830901,0.0001312262,0.001839441,0.02427556,0.0004463006],"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":[0.0001764735,0.0008181705,0.0006159948,0.0002809612,0.0002456099,4.789705e-7,0.0002310083,0.00002390018,0.0411328,0.2985678,0.4806882,0.1772186],"study_design_scores_gemma":[0.00394129,0.0002538621,0.0001498232,0.0003069551,0.0000577789,3.953687e-8,0.0003455476,0.00221129,0.04785607,0.4203378,0.5233899,0.001149615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1092377,0.0006651246,0.2874306,0.0005993228,0.01499179,0.02841297,0.00252785,0.0008066247,0.555328],"genre_scores_gemma":[0.9062884,0.0002646241,0.003186332,0.0001582356,0.04950389,0.009665388,0.0006314762,0.0006388799,0.02966276],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7970507,"threshold_uncertainty_score":0.9997975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08558306256051539,"score_gpt":0.385982119946748,"score_spread":0.3003990573862326,"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."}}