{"id":"W4233807301","doi":"10.5539/emr.v8n1p52","title":"Reviewer Acknowledgements for Engineering Management Research, Vol. 8, No. 1","year":2019,"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 management; Engineering; Engineering ethics","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":[],"consensus_categories":[],"category_scores_codex":[0.04407704,0.00269592,0.006308076,0.01140028,0.006181584,0.01173016,0.005966672,0.01989195,0.09907307],"category_scores_gemma":[0.4732893,0.001659431,0.004167587,0.005029456,0.003160776,0.007287477,0.004225903,0.01198923,0.06216285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006686884,"about_ca_system_score_gemma":0.01326877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004797573,"about_ca_topic_score_gemma":0.007463691,"domain_scores_codex":[0.9395194,0.01119886,0.01413325,0.003813501,0.02898805,0.002347036],"domain_scores_gemma":[0.2125662,0.03311731,0.01450639,0.006814911,0.724448,0.008547178],"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":[0.00002302175,0.000003913695,0.00006457126,0.000516489,0.000007186219,0.00005078029,0.00003618639,0.000007229986,0.00003101589,0.0001121577,0.994598,0.004549456],"study_design_scores_gemma":[0.0001580339,0.00004054298,0.0008021152,0.004364422,0.00007739893,0.0008456853,0.0004188185,0.000193814,0.000217758,0.001118832,0.9916484,0.0001141711],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001226341,0.003413837,0.0008693555,0.1595372,0.8305331,0.0006591216,0.0006280182,0.0003567393,0.003879886],"genre_scores_gemma":[0.004494159,0.009238943,0.002789864,0.2042999,0.7035187,0.003677275,0.001601086,0.0009779561,0.06940216],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09907307,"threshold_uncertainty_score":0.3314324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03370015755097194,"score_gpt":0.3276393598434201,"score_spread":0.2939392022924481,"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."}}