{"id":"W4237548228","doi":"10.5539/apr.v8n3p122","title":"Reviewer Acknowledgements for Applied Physics Research, Vol. 8, No. 3","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":"Engineering ethics; Physics; Library science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02700611,0.001950047,0.004138487,0.008905086,0.005482781,0.009833843,0.005443394,0.01174694,0.1564463],"category_scores_gemma":[0.2893657,0.001209477,0.002975795,0.004357152,0.002469627,0.006522879,0.003938805,0.008603656,0.1028428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006367642,"about_ca_system_score_gemma":0.01307962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005263168,"about_ca_topic_score_gemma":0.009210927,"domain_scores_codex":[0.9644025,0.004995887,0.005557766,0.002151266,0.02135974,0.001532869],"domain_scores_gemma":[0.3307207,0.01646724,0.008755511,0.006091624,0.628159,0.009805847],"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":[0.000009520937,0.000002040037,0.00003255466,0.0001597793,0.000002739447,0.00002520125,0.00001869463,0.000004142324,0.00002395655,0.000114834,0.9962736,0.003332964],"study_design_scores_gemma":[0.00006350911,0.00001659455,0.0004538986,0.001028934,0.00003062308,0.00023503,0.0001884358,0.0001272855,0.0001973536,0.001082749,0.9965265,0.00004899854],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.00012413,0.002297229,0.001286956,0.1436706,0.8411943,0.0006042552,0.0008463626,0.0007189041,0.009257196],"genre_scores_gemma":[0.005574772,0.007039001,0.004078603,0.1899492,0.5317185,0.00288011,0.002872082,0.00298406,0.2529037],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1564463,"threshold_uncertainty_score":0.5233649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08413344966312289,"score_gpt":0.3854434478774215,"score_spread":0.3013099982142986,"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."}}