{"id":"W4237257500","doi":"10.5539/emr.v7n1p88","title":"Reviewer Acknowledgements for Engineering Management Research, Vol. 7, No. 1","year":2018,"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; Library science; Engineering ethics; 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":[0.00386776,0.0004806908,0.0003698579,0.001790066,0.0003404112,0.0002545643,0.001033074,0.0001471298,0.0008009688],"category_scores_gemma":[0.002742843,0.0005231295,0.0001386713,0.002228726,0.00009058608,0.0002513501,0.0004944963,0.0007531135,0.005101734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008226395,"about_ca_system_score_gemma":0.00002591526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002445633,"about_ca_topic_score_gemma":0.000001874627,"domain_scores_codex":[0.9952631,0.00005676939,0.0006031681,0.0007501999,0.001382922,0.001943866],"domain_scores_gemma":[0.9894277,0.0002039016,0.00002464812,0.001001743,0.008960346,0.0003816387],"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":[0.000009149848,0.000110414,0.00004329047,0.004031546,0.0004316989,0.000008417862,0.0001992964,0.009930956,0.0002103447,0.004194122,0.9664202,0.01441058],"study_design_scores_gemma":[0.0005321873,0.00009763565,0.001218423,0.0006827079,0.00002356109,4.891793e-7,0.0001049662,0.07617038,0.0009658034,0.00006988995,0.9196016,0.0005323705],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03168534,0.009962034,0.4470045,0.0005467435,0.2305394,0.02581795,0.00008585056,0.01208163,0.2422766],"genre_scores_gemma":[0.2046037,0.01376958,0.392582,0.0002818553,0.0547775,0.02999968,0.0005394485,0.002566909,0.3008793],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1757619,"threshold_uncertainty_score":0.999722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04741022609092747,"score_gpt":0.3505772900686071,"score_spread":0.3031670639776796,"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."}}