{"id":"W4236187541","doi":"10.5539/emr.v6n2p65","title":"Reviewer Acknowledgements for Engineering Management Research, Vol. 6, 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; Management science; Library science; Computer science","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":[0.004053024,0.0004829803,0.0004025099,0.001302611,0.0007814589,0.0006885662,0.001835196,0.0001489772,0.0003925988],"category_scores_gemma":[0.004993313,0.0005280941,0.0001625098,0.000676106,0.00007859825,0.0004079637,0.0007994139,0.0008762931,0.002478289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007412476,"about_ca_system_score_gemma":0.00002425678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000467763,"about_ca_topic_score_gemma":0.000002143808,"domain_scores_codex":[0.9954523,0.00004268848,0.0005602463,0.0007366372,0.001366519,0.001841538],"domain_scores_gemma":[0.9916912,0.0001726378,0.00004381762,0.001815184,0.005893957,0.0003831816],"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":[0.000008622595,0.0001267123,0.0001396041,0.006432111,0.0005577774,0.00002119223,0.0001330058,0.02616105,0.0001489081,0.005932088,0.9373605,0.02297842],"study_design_scores_gemma":[0.0006639451,0.00004538004,0.005381433,0.0008504642,0.00002636497,4.214101e-7,0.00007297811,0.06636861,0.0004686417,0.00008260577,0.9254783,0.0005607918],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03753233,0.01330444,0.2619522,0.001197938,0.288697,0.03290212,0.0001278603,0.01083698,0.3534492],"genre_scores_gemma":[0.28,0.02438565,0.259394,0.0001455921,0.03001104,0.03309978,0.0004512648,0.002400115,0.3701125],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.258686,"threshold_uncertainty_score":0.9997171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06034896684467288,"score_gpt":0.3672298310497728,"score_spread":0.3068808642050999,"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."}}