{"id":"W4252142775","doi":"10.5539/mas.v9n13p283","title":"Reviewer Acknowledgements for Modern Applied Science, Vol. 9, No. 13","year":2015,"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":"Span (engineering); Library science; Engineering physics; Computer science; Engineering; Structural 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":[0.0002890316,0.0002793185,0.0002949675,0.00008826407,0.0005233508,0.000160693,0.001314675,0.00007014371,0.0001885149],"category_scores_gemma":[0.002838084,0.000246008,0.00009451493,0.0007280819,0.001301202,0.0003304355,0.0004724065,0.0002545442,0.0009426016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003111361,"about_ca_system_score_gemma":0.0003532781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001463052,"about_ca_topic_score_gemma":0.000001256433,"domain_scores_codex":[0.9967732,0.000002562853,0.0003282913,0.001079067,0.001016953,0.0007999311],"domain_scores_gemma":[0.9919547,0.00004520943,0.0001380179,0.000765535,0.006550731,0.0005457541],"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":[0.00003793139,0.0001739468,0.000004930568,0.00005287078,0.000006366785,2.045736e-7,0.0001531786,0.000156995,0.9689831,0.0007193422,0.01246207,0.01724908],"study_design_scores_gemma":[0.0008032992,0.00001779717,0.000004806492,0.00004232324,0.00002723195,3.691385e-7,0.00005874746,0.1269509,0.695161,0.07420109,0.1022453,0.0004870691],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03169274,0.0001846122,0.4526316,0.00005458542,0.004154722,0.0009392733,0.00005501898,0.0003883295,0.5098991],"genre_scores_gemma":[0.9855012,0.000005559479,0.007207143,0.000412616,0.001227442,0.0005075132,0.00001932932,0.00003793651,0.005081294],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9538084,"threshold_uncertainty_score":0.9999992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02518807767206506,"score_gpt":0.2930909565792679,"score_spread":0.2679028789072028,"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."}}