{"id":"W4240438604","doi":"10.5539/mas.v9n11p283","title":"Reviewer Acknowledgements for Modern Applied Science, Vol. 9, No. 11","year":2015,"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":"Span (engineering); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01816316,0.001809363,0.003392762,0.005858575,0.003749777,0.006196078,0.00403279,0.008646904,0.118261],"category_scores_gemma":[0.2404746,0.0009424031,0.002488902,0.002505921,0.002046888,0.005143665,0.002774494,0.00855361,0.07571003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003754169,"about_ca_system_score_gemma":0.007131132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004308768,"about_ca_topic_score_gemma":0.007313807,"domain_scores_codex":[0.9820207,0.002735057,0.002858939,0.001237148,0.01036899,0.0007792076],"domain_scores_gemma":[0.4872857,0.0209638,0.007324517,0.004624707,0.471093,0.008708326],"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":[0.00001078898,0.000001679239,0.00002850173,0.0001086144,0.00000288246,0.00003436605,0.00001970046,0.000004145912,0.00003244153,0.0001160812,0.9973315,0.002309272],"study_design_scores_gemma":[0.00004770976,0.00001568295,0.0004047228,0.0005762895,0.00002771841,0.0003121874,0.000178658,0.0001491603,0.0002456194,0.001020495,0.9969674,0.00005450955],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.00009627062,0.001705561,0.001199606,0.1250129,0.8664131,0.0002529774,0.0005417883,0.0004831341,0.004294706],"genre_scores_gemma":[0.005113214,0.005356694,0.003722752,0.1840838,0.6303981,0.001369391,0.001954469,0.001813644,0.1661879],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.881739,"threshold_uncertainty_score":0.3956225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02592361193247854,"score_gpt":0.2940121775889617,"score_spread":0.2680885656564831,"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."}}