{"id":"W4243776332","doi":"10.5539/mas.v12n5p144","title":"Reviewer Acknowledgements for Modern Applied Science, Vol. 12, No. 5","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":"Computer science; Engineering ethics; 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":[0.0002161078,0.0002820331,0.0002781931,0.00009079523,0.0009936683,0.000158946,0.001375304,0.00007165141,0.0006049516],"category_scores_gemma":[0.001477648,0.0002486394,0.0001006747,0.0006420273,0.002593654,0.0002931715,0.0004727697,0.0002280807,0.001343309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002168982,"about_ca_system_score_gemma":0.000211051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.868198e-7,"about_ca_topic_score_gemma":0.000001845319,"domain_scores_codex":[0.9967926,0.000002181629,0.0003289748,0.001183081,0.0008308167,0.000862327],"domain_scores_gemma":[0.9939783,0.00004921506,0.0001404726,0.0008273142,0.004668993,0.0003357144],"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":[0.00003562418,0.0001483577,0.000003059183,0.00005246828,0.000006715919,1.155088e-7,0.0001173728,0.00001171491,0.9670517,0.0009787565,0.006277525,0.02531656],"study_design_scores_gemma":[0.0004087945,0.00001897172,0.000006049978,0.00003914804,0.00002013617,2.657232e-7,0.00001894462,0.06695158,0.8015087,0.03804042,0.09263258,0.0003543627],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02251116,0.00006478516,0.4353276,0.00003825548,0.002926601,0.0007237004,0.00004416054,0.0003023829,0.5380613],"genre_scores_gemma":[0.9833704,0.000005805147,0.008155314,0.0005017534,0.001878044,0.0004003898,0.00001284077,0.00003653493,0.005638919],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9608592,"threshold_uncertainty_score":0.9999966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01651168131053598,"score_gpt":0.2869892644104379,"score_spread":0.2704775830999019,"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."}}