{"id":"W4246742982","doi":"10.5539/mas.v10n3p220","title":"Reviewer Acknowledgements for Modern Applied Science, Vol. 10, No. 3","year":2016,"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","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01936997,0.001996204,0.003628645,0.006350026,0.004011659,0.006645893,0.004424688,0.01030996,0.114903],"category_scores_gemma":[0.2434588,0.001043017,0.002772195,0.002753766,0.002162154,0.005353029,0.002876266,0.009090719,0.07175237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004138093,"about_ca_system_score_gemma":0.007774583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004537469,"about_ca_topic_score_gemma":0.007536181,"domain_scores_codex":[0.981117,0.002947272,0.003063858,0.001273582,0.01075327,0.0008450483],"domain_scores_gemma":[0.4810914,0.02057893,0.007879655,0.004670507,0.4769146,0.008864997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001088602,0.00000171029,0.00002739649,0.0001083517,0.000002944827,0.0000346157,0.00001891137,0.000004128479,0.00002927256,0.0001029894,0.9974045,0.00225421],"study_design_scores_gemma":[0.00005699859,0.00001667576,0.0004015827,0.0006825181,0.00003110852,0.0003374457,0.0001801946,0.0001656854,0.0002345362,0.001065617,0.9967685,0.00005926023],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.00009465352,0.001725459,0.001076687,0.1314649,0.8602619,0.0002874927,0.000494063,0.0004730055,0.004121859],"genre_scores_gemma":[0.00458174,0.005426583,0.003417254,0.1980814,0.6491696,0.001570648,0.001595034,0.001756975,0.1344008],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.885097,"threshold_uncertainty_score":0.3843889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01460982667709494,"score_gpt":0.2764925094549093,"score_spread":0.2618826827778143,"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."}}