{"id":"W4242344299","doi":"10.5539/apr.v9n1p115","title":"Reviewer Acknowledgements for Applied Physics Research, Vol. 9, No. 1","year":2017,"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","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004117708,0.0005676812,0.0008081963,0.0001649175,0.003678397,0.0009259894,0.002889768,0.0001819666,0.0006683329],"category_scores_gemma":[0.001734697,0.0005702912,0.0003322118,0.0006552837,0.001225219,0.0004229853,0.001947614,0.001948494,0.01261687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002590951,"about_ca_system_score_gemma":0.0005449764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001734986,"about_ca_topic_score_gemma":0.00001128953,"domain_scores_codex":[0.9931895,0.000229491,0.0006335211,0.001424182,0.002160323,0.002363037],"domain_scores_gemma":[0.9711359,0.0008845188,0.0002309008,0.003405691,0.02390291,0.000440119],"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":[0.000195333,0.001089597,0.001500709,0.0005134946,0.0003451028,9.745697e-7,0.0004080528,0.00008653373,0.01154894,0.3538701,0.5076272,0.122814],"study_design_scores_gemma":[0.004122164,0.0002537977,0.0007240443,0.0002648677,0.00008916676,4.589824e-8,0.0005454241,0.01346657,0.026612,0.463534,0.4889397,0.001448218],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09134465,0.000405281,0.05170295,0.0002979251,0.01315363,0.01980273,0.001293085,0.0003879383,0.8216118],"genre_scores_gemma":[0.930028,0.0001505633,0.002652098,0.00009437997,0.04249304,0.006307425,0.0007807685,0.0004557914,0.01703793],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8386834,"threshold_uncertainty_score":0.9996749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1164093108876132,"score_gpt":0.4169790368773161,"score_spread":0.3005697259897029,"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."}}