{"id":"W4244384435","doi":"10.5539/mas.v13n5p152","title":"Reviewer Acknowledgements for Modern Applied Science, Vol. 13, No. 5","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":"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":[0.02976508,0.002629553,0.005249448,0.008479632,0.004864129,0.009749962,0.005460163,0.01782854,0.1073712],"category_scores_gemma":[0.3223583,0.001563196,0.004463887,0.003460346,0.00249993,0.00616962,0.003564085,0.01154072,0.06187666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004825282,"about_ca_system_score_gemma":0.009433161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003572281,"about_ca_topic_score_gemma":0.005292899,"domain_scores_codex":[0.9656836,0.006063841,0.007142451,0.002114028,0.01750808,0.001488005],"domain_scores_gemma":[0.3685158,0.02805975,0.01106522,0.0052396,0.5781403,0.008979295],"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":[0.00002137257,0.000003532973,0.00004815947,0.0002892389,0.000007967602,0.00005539105,0.0000241951,0.000006866125,0.00003302728,0.0001178135,0.9964042,0.00298828],"study_design_scores_gemma":[0.0001091759,0.00003036487,0.000563029,0.001807412,0.00006418361,0.0006019582,0.0002096321,0.0001974522,0.0002207355,0.001043253,0.9950658,0.00008711166],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.00007731363,0.002442879,0.000801517,0.1136815,0.8794938,0.0003092471,0.0003668888,0.0003000484,0.00252684],"genre_scores_gemma":[0.003066771,0.006959554,0.002155153,0.1740641,0.7502722,0.001346019,0.001175494,0.0007843603,0.06017643],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8926288,"threshold_uncertainty_score":0.3591926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01110512595245055,"score_gpt":0.2693437698257532,"score_spread":0.2582386438733026,"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."}}