{"id":"W4243859069","doi":"10.5539/emr.v6n1p102","title":"Reviewer Acknowledgements for Engineering Management Research, Vol. 6, No. 1","year":2017,"lang":"en","type":"article","venue":"Engineering Management Research","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Engineering; Engineering management; Engineering ethics; Library science; Management; Computer science; Economics","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":[],"category_scores_codex":[0.004068651,0.0004830887,0.0004024404,0.001303212,0.0007814185,0.0006875141,0.001835916,0.0001489766,0.0003979033],"category_scores_gemma":[0.005036079,0.0005282159,0.000162532,0.000676477,0.00007859901,0.0004077666,0.0007994933,0.0008764354,0.002497076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007410978,"about_ca_system_score_gemma":0.00002433326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004644643,"about_ca_topic_score_gemma":0.000002134898,"domain_scores_codex":[0.9954515,0.00004269859,0.0005600678,0.0007370251,0.001366757,0.001842011],"domain_scores_gemma":[0.9916769,0.0001744006,0.00004377938,0.00181785,0.005903843,0.0003832649],"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":[0.000008621113,0.0001262323,0.0001422418,0.006365753,0.0005555329,0.00002070867,0.0001323926,0.02596916,0.0001520446,0.005836206,0.9382402,0.02245097],"study_design_scores_gemma":[0.0006612996,0.00004541194,0.005447618,0.0008586487,0.00002645428,4.210972e-7,0.00007356885,0.06672276,0.0004710962,0.00008221225,0.9250484,0.0005620854],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03780788,0.01319015,0.2666022,0.0012054,0.2882726,0.03302759,0.000130241,0.01086653,0.3488974],"genre_scores_gemma":[0.2814697,0.02379848,0.2618158,0.0001447116,0.02952351,0.03335221,0.0004472142,0.002388049,0.3670603],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2587491,"threshold_uncertainty_score":0.9997169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06253567540793027,"score_gpt":0.3679362273892237,"score_spread":0.3054005519812935,"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."}}