{"id":"W4243013494","doi":"10.5539/mas.v11n8p136","title":"Reviewer Acknowledgements for Modern Applied Science, Vol. 11, No. 8","year":2017,"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; Engineering ethics; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0002258294,0.0002836247,0.0003040686,0.00006695337,0.002307543,0.0004394076,0.002475643,0.00007179598,0.0002780579],"category_scores_gemma":[0.002758485,0.0002513482,0.0001184429,0.0002328365,0.002229858,0.0004775904,0.0007618117,0.0002317971,0.0005778156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001908785,"about_ca_system_score_gemma":0.0001993096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002019218,"about_ca_topic_score_gemma":0.000002792846,"domain_scores_codex":[0.9968995,0.000001638797,0.0003036517,0.001162045,0.0008160036,0.0008171134],"domain_scores_gemma":[0.9943563,0.00004286387,0.0002526879,0.001522198,0.003487096,0.0003388337],"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":[0.00002092672,0.000136356,0.00001190206,0.00006977519,0.000005917992,2.4774e-7,0.00005951124,0.00002663842,0.9728081,0.001430851,0.003510959,0.02191881],"study_design_scores_gemma":[0.0005539561,0.000007861988,0.00002670447,0.00005548664,0.00002536428,2.655722e-7,0.00001531391,0.06622269,0.8098335,0.04528786,0.07754793,0.00042307],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05520885,0.0001029853,0.3171286,0.0001264109,0.004541704,0.001125711,0.00008545694,0.0003342365,0.6213461],"genre_scores_gemma":[0.9874979,0.000008208246,0.004937082,0.0002338341,0.0009603427,0.0004253222,0.00001030127,0.00003236733,0.005894608],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9322891,"threshold_uncertainty_score":0.9999939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01991510995461136,"score_gpt":0.3027112773325853,"score_spread":0.2827961673779739,"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."}}