{"id":"W4256417285","doi":"10.5539/mas.v12n10p219","title":"Reviewer Acknowledgements for Modern Applied Science, Vol. 12, No. 10","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":"Computer science; Engineering ethics; 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":["insufficient_payload"],"category_scores_codex":[0.000219778,0.0002913674,0.0002861175,0.00009174402,0.0009876913,0.0001641961,0.001405672,0.00007567619,0.001342401],"category_scores_gemma":[0.001749349,0.000257225,0.0001045526,0.000649888,0.002580262,0.0002963681,0.0004871733,0.0002188719,0.002163409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002179506,"about_ca_system_score_gemma":0.0002172894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.808875e-7,"about_ca_topic_score_gemma":0.000001760159,"domain_scores_codex":[0.9967337,0.00000232356,0.0003375668,0.001208411,0.0008455191,0.000872425],"domain_scores_gemma":[0.9931536,0.0000517582,0.0001460317,0.0008507233,0.005455459,0.0003423726],"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":[0.00004569217,0.0001554453,0.000001901632,0.00005346574,0.000006968055,1.187815e-7,0.0001028102,0.00001189233,0.9646401,0.0007116677,0.01064114,0.02362875],"study_design_scores_gemma":[0.0004136852,0.0000211876,0.000004289725,0.00003795393,0.00002047238,2.487558e-7,0.00001679726,0.06604382,0.7619976,0.03017664,0.1409117,0.0003556412],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0179774,0.00006376485,0.3275693,0.00003758978,0.002605623,0.0007176867,0.00004671365,0.0003038663,0.650678],"genre_scores_gemma":[0.9748525,0.000005333009,0.007839357,0.0004574041,0.00193362,0.0004396184,0.0000164996,0.00004067863,0.014415],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9568751,"threshold_uncertainty_score":0.999988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01686145856073526,"score_gpt":0.2875449385707394,"score_spread":0.2706834800100041,"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."}}