{"id":"W4234061855","doi":"10.5539/mer.v9n2p58","title":"Reviewer Acknowledgements for Mechanical Engineering Research, Vol. 9, No. 2","year":2020,"lang":"en","type":"article","venue":"Mechanical Engineering Research","topic":"Educational Reforms and Innovations","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Engineering","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":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003729008,0.0001886312,0.0002452018,0.0001409521,0.0002652321,0.00008614227,0.0007350001,0.0001512106,0.004641258],"category_scores_gemma":[0.1083956,0.0001670897,0.0001090262,0.001659324,0.00006057386,0.00025203,0.0007303149,0.001043584,0.005893777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004506521,"about_ca_system_score_gemma":0.00006443435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001747765,"about_ca_topic_score_gemma":0.000002890625,"domain_scores_codex":[0.9965184,0.00006433777,0.000424775,0.0006071081,0.001382628,0.001002803],"domain_scores_gemma":[0.9942311,0.0006606306,0.00002773725,0.0004074801,0.004150714,0.0005223291],"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":[0.00004465704,0.0002756486,0.00005677764,0.0004150805,0.00005252755,0.00000348207,0.0001317178,0.003613531,0.08676377,0.02157482,0.8806865,0.006381499],"study_design_scores_gemma":[0.0002876397,0.0003259396,0.0002332924,0.00008493077,0.000004423324,2.813146e-7,0.00002378673,0.1649077,0.006705152,0.000726083,0.82648,0.0002208243],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2034385,0.001953844,0.6471564,0.03910807,0.06207857,0.02376191,0.0003607954,0.002802935,0.01933903],"genre_scores_gemma":[0.7303153,0.0009504399,0.1889499,0.002807837,0.03899251,0.007702466,0.0003473876,0.0008818788,0.02905229],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5268768,"threshold_uncertainty_score":0.9962686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09471216364253089,"score_gpt":0.3684707171090004,"score_spread":0.2737585534664695,"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."}}