{"id":"W4249282883","doi":"10.5539/mas.v12n4p256","title":"Reviewer Acknowledgements for Modern Applied Science, Vol. 12, No. 4","year":2018,"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; Computer science; Library 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002160045,0.0002820066,0.0002781478,0.00009079869,0.0009936249,0.0001590127,0.001375795,0.00007164811,0.0006051069],"category_scores_gemma":[0.001472034,0.0002486351,0.0001006618,0.0006418307,0.002593642,0.0002931719,0.0004727469,0.0002280553,0.001351931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002168532,"about_ca_system_score_gemma":0.000210826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.792375e-7,"about_ca_topic_score_gemma":0.000001839045,"domain_scores_codex":[0.9967928,0.000002179885,0.0003289848,0.001182937,0.0008307701,0.0008623474],"domain_scores_gemma":[0.9940134,0.0000492768,0.0001404856,0.000827496,0.004633677,0.0003356984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003616408,0.0001483724,0.000003069765,0.00005246327,0.000006717031,1.155339e-7,0.0001174526,0.00001158052,0.9671265,0.0009784291,0.00623461,0.02528451],"study_design_scores_gemma":[0.0004091036,0.00001921855,0.000005957719,0.0000391284,0.00002013309,2.657486e-7,0.00001893914,0.06738794,0.8001367,0.03823355,0.09337462,0.0003543845],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0223732,0.00006475463,0.4356656,0.00003799971,0.002921689,0.0007226734,0.00004444668,0.0003018707,0.5378678],"genre_scores_gemma":[0.9834325,0.00000579761,0.008144654,0.0005007751,0.001875288,0.0003998707,0.00001286078,0.00003648049,0.005591814],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9610593,"threshold_uncertainty_score":0.9999966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01663820753545767,"score_gpt":0.2872744693014902,"score_spread":0.2706362617660325,"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."}}