{"id":"W4253002882","doi":"10.5539/mas.v10n6p249","title":"Reviewer Acknowledgements for Modern Applied Science, Vol. 10, No. 6","year":2016,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Advanced Physical and Chemical Molecular Interactions","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Engineering ethics; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03107746,0.002711478,0.005278824,0.007982616,0.004839844,0.009312845,0.005686441,0.0177555,0.09635552],"category_scores_gemma":[0.3463826,0.001623852,0.004557963,0.003293715,0.002530513,0.00674885,0.00371748,0.01299282,0.0584292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00464996,"about_ca_system_score_gemma":0.00908904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003289626,"about_ca_topic_score_gemma":0.004969382,"domain_scores_codex":[0.9657844,0.006202069,0.007217837,0.002105605,0.01719368,0.001496424],"domain_scores_gemma":[0.345665,0.02935586,0.01191505,0.005441159,0.5978621,0.009760783],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002316369,0.000003745986,0.00005045625,0.0003171328,0.000007720218,0.00005692193,0.00002558262,0.000006912754,0.00003624902,0.000112507,0.9964488,0.002910845],"study_design_scores_gemma":[0.0001128531,0.00003089597,0.0005352978,0.001794794,0.00005999403,0.0006444647,0.0002083943,0.0001818263,0.0002149303,0.001044485,0.9950867,0.00008520042],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.00007234521,0.002311451,0.0006491908,0.1153823,0.8786451,0.0002713617,0.0003500276,0.0002493744,0.002068795],"genre_scores_gemma":[0.002477612,0.006849741,0.001910106,0.1587659,0.7775748,0.001222481,0.001049693,0.0006843166,0.04946531],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9689226,"threshold_uncertainty_score":0.3223413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01461185185833164,"score_gpt":0.2766042765806123,"score_spread":0.2619924247222806,"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."}}