{"id":"W4242652810","doi":"10.5539/apr.v10n2p52","title":"Reviewer Acknowledgements for Applied Physics Research, Vol. 10, No. 2","year":2018,"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; Computer science","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":["insufficient_payload"],"category_scores_codex":[0.003909518,0.0005851502,0.0007647906,0.0002303699,0.001615925,0.0003647503,0.001685541,0.000186583,0.002684297],"category_scores_gemma":[0.0008119401,0.0005855547,0.0002946557,0.002171137,0.001429864,0.0002710182,0.001268113,0.001550543,0.03891299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003007166,"about_ca_system_score_gemma":0.0006018502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008011999,"about_ca_topic_score_gemma":0.000008664304,"domain_scores_codex":[0.9927289,0.0003128802,0.0007052167,0.001486721,0.002239563,0.002526719],"domain_scores_gemma":[0.9660466,0.001035524,0.0001359781,0.001925878,0.03041047,0.0004456077],"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":[0.0002444033,0.0009375581,0.00021929,0.0003200795,0.0002632437,4.207461e-7,0.0005113596,0.00003088269,0.01395858,0.2339703,0.6759263,0.07361759],"study_design_scores_gemma":[0.002440084,0.0004273049,0.00006511042,0.0001471278,0.00005833206,4.331201e-8,0.0004995721,0.01108313,0.03342794,0.2349735,0.7158909,0.0009869685],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05887775,0.000329804,0.06558759,0.0001596261,0.007976755,0.01570625,0.000928283,0.0004517453,0.8499822],"genre_scores_gemma":[0.8407976,0.0001151971,0.005200659,0.0002321058,0.09076557,0.008198244,0.00162893,0.000738944,0.05232273],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7976595,"threshold_uncertainty_score":0.9996839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09085020225861752,"score_gpt":0.4002358444471031,"score_spread":0.3093856421884856,"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."}}