{"id":"W4244760739","doi":"10.5539/emr.v7n2p64","title":"Reviewer Acknowledgements for Engineering Management Research, Vol. 7, No. 2","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 management; Engineering; Engineering ethics; Mathematics education; Mathematics","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":[0.04530015,0.002982148,0.006959968,0.01070677,0.005949783,0.01120203,0.005966123,0.01844897,0.07786278],"category_scores_gemma":[0.5099891,0.001779558,0.004484634,0.004849723,0.003427856,0.007872266,0.004360922,0.0125754,0.047742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006543104,"about_ca_system_score_gemma":0.01343078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004701769,"about_ca_topic_score_gemma":0.006674597,"domain_scores_codex":[0.932288,0.01186053,0.01550034,0.004365108,0.03345989,0.002526115],"domain_scores_gemma":[0.1707123,0.03084883,0.01381904,0.006865751,0.769121,0.008633079],"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":[0.00002818285,0.000004752728,0.00009015726,0.0006425463,0.00001119577,0.00007450322,0.00005812359,0.00000971274,0.0000466988,0.0001250713,0.9941637,0.0047454],"study_design_scores_gemma":[0.0002257461,0.00004764381,0.001087915,0.005371168,0.0001104768,0.001102408,0.0006184073,0.0002913268,0.0003343096,0.001346747,0.9893188,0.0001448776],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001613695,0.003347926,0.001085328,0.1358072,0.8547254,0.0007298167,0.0005792035,0.0004149479,0.003148819],"genre_scores_gemma":[0.005856485,0.008849868,0.00315486,0.1965002,0.7180035,0.004202638,0.001476049,0.00126308,0.06069326],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.07786278,"threshold_uncertainty_score":0.2604769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06029820403668391,"score_gpt":0.3671839752815509,"score_spread":0.306885771244867,"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."}}