{"id":"W4243289377","doi":"10.5539/apr.v6n6p129","title":"Reviewer Acknowledgements for Applied Physics Research, Vol. 6, No. 6","year":2014,"lang":"en","type":"article","venue":"Applied Physics Research","topic":"Advanced Physical and Chemical Molecular Interactions","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Physics; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006582476,0.0003543788,0.000489278,0.00005838122,0.0007360028,0.0001301074,0.000962344,0.000185176,0.0008508524],"category_scores_gemma":[0.004707137,0.0003377826,0.0002477337,0.0008379919,0.0005435779,0.0001148069,0.000652714,0.001774432,0.006868593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002290247,"about_ca_system_score_gemma":0.0000929493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006284967,"about_ca_topic_score_gemma":0.000001245368,"domain_scores_codex":[0.9956048,0.00008316737,0.0004122332,0.001013899,0.001488876,0.001397048],"domain_scores_gemma":[0.9807702,0.001485042,0.00009622108,0.00123217,0.01606416,0.0003521504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001508158,0.0007966126,0.000004113483,0.0006764337,0.0001017885,2.932537e-7,0.0000756737,0.00008217488,0.5190165,0.04556382,0.357621,0.07591077],"study_design_scores_gemma":[0.0005489317,0.00002968704,0.00000123055,0.00006696276,0.00001326227,2.647967e-8,0.00004233249,0.0008975312,0.3806749,0.1286859,0.488795,0.0002441893],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01326232,0.0001522306,0.03127651,0.00009999176,0.002068989,0.002460676,0.0001646581,0.0003794901,0.9501351],"genre_scores_gemma":[0.8791356,0.0002085013,0.005804059,0.0005538703,0.05605753,0.009585354,0.001276189,0.0005389912,0.0468399],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9032952,"threshold_uncertainty_score":0.9999074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0799034770951494,"score_gpt":0.4049024639835943,"score_spread":0.3249989868884449,"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."}}