{"id":"W4250874069","doi":"10.5539/mas.v13n8p183","title":"Reviewer Acknowledgements for Modern Applied Science, Vol. 13, No. 8","year":2019,"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002013726,0.0002837261,0.0003159502,0.00008940278,0.000491279,0.0001486525,0.001343978,0.00007248265,0.0007542244],"category_scores_gemma":[0.0008677048,0.0002509764,0.00011741,0.0006762202,0.001202192,0.0003177241,0.0004479172,0.0002743981,0.002467541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002231445,"about_ca_system_score_gemma":0.000202723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000123351,"about_ca_topic_score_gemma":9.222452e-7,"domain_scores_codex":[0.9967715,0.000002061003,0.0003244583,0.001209277,0.0008733296,0.0008194329],"domain_scores_gemma":[0.9954453,0.00006052487,0.0001431286,0.0008838778,0.003173354,0.0002938163],"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":[0.0000304742,0.0001458859,0.00001043293,0.0001040491,0.000006914744,1.057546e-7,0.0000756155,0.0001253145,0.9806885,0.001233359,0.002795244,0.01478418],"study_design_scores_gemma":[0.0006467272,0.0000151465,0.00001001112,0.00005731184,0.00002122672,2.766092e-7,0.00003580304,0.1202149,0.7805015,0.03219848,0.06583249,0.0004661418],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1105931,0.0001658401,0.2182133,0.00006010275,0.004278036,0.001529086,0.00006478643,0.0003853835,0.6647103],"genre_scores_gemma":[0.9860951,0.000007811937,0.003687783,0.0003826353,0.000598322,0.0003561519,0.00001704156,0.00003586357,0.008819317],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.875502,"threshold_uncertainty_score":0.9999942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0111084884707609,"score_gpt":0.2693468527710071,"score_spread":0.2582383643002462,"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."}}