{"id":"W4250191432","doi":"10.5539/mas.v12n7p172","title":"Reviewer Acknowledgements for Modern Applied Science, Vol. 12, No. 7","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":"Library science; Computer science; Engineering ethics; Engineering physics; 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":[0.0002161039,0.0002820523,0.0002781962,0.00009080116,0.0009936905,0.0001590242,0.001375448,0.00007164969,0.0005968638],"category_scores_gemma":[0.001463039,0.0002486625,0.0001006694,0.0006420319,0.00259402,0.000293206,0.0004728044,0.0002280995,0.001345983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002169338,"about_ca_system_score_gemma":0.0002111153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.8734e-7,"about_ca_topic_score_gemma":0.000001846108,"domain_scores_codex":[0.9967923,0.000002181139,0.00032898,0.001183199,0.0008308273,0.0008624758],"domain_scores_gemma":[0.9939775,0.00004918422,0.000140469,0.000827357,0.004669706,0.0003357486],"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":[0.00003561552,0.0001483482,0.000003056307,0.00005290004,0.00000671616,1.155095e-7,0.0001175126,0.00001173155,0.9670459,0.0009762612,0.006157781,0.02544405],"study_design_scores_gemma":[0.0004079302,0.00001896051,0.000005920585,0.00003942567,0.00002009353,2.651028e-7,0.00001889201,0.06720647,0.8006639,0.03812811,0.09313638,0.0003536608],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.022494,0.00006480327,0.4355829,0.00003825072,0.002925731,0.000723282,0.00004416598,0.0003022497,0.5378246],"genre_scores_gemma":[0.9833626,0.000005818517,0.008157781,0.0005020188,0.001879239,0.0004002506,0.00001293222,0.00003655867,0.005642837],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9608686,"threshold_uncertainty_score":0.9999965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01653612748244037,"score_gpt":0.2870317123597714,"score_spread":0.270495584877331,"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."}}