{"id":"W3003160360","doi":"10.1115/1.4046168","title":"Reviewer's Recognition","year":2020,"lang":"en","type":"article","venue":"Journal of Manufacturing Science and Engineering","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Manu; History; Medicine; Library science; Computer science; Biology; Paleontology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.033388,0.003029049,0.005377065,0.005365253,0.004411711,0.01363599,0.008635013,0.02017798,0.07210746],"category_scores_gemma":[0.3199494,0.001377891,0.004121807,0.003423428,0.003760852,0.006268744,0.004544209,0.01381281,0.06517689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006366469,"about_ca_system_score_gemma":0.02211014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00228425,"about_ca_topic_score_gemma":0.005645586,"domain_scores_codex":[0.9496252,0.006961135,0.007951595,0.006402617,0.02636669,0.002692785],"domain_scores_gemma":[0.3881289,0.02381525,0.01464167,0.01026541,0.5448919,0.01825687],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002101814,0.000004697431,0.00004566206,0.0001897159,0.000008291462,0.00006959811,0.00002941589,0.00001134223,0.00003687392,0.0001158563,0.9939766,0.005490924],"study_design_scores_gemma":[0.00006275113,0.00004320483,0.0003917008,0.001047773,0.00003687158,0.0008287721,0.0001983662,0.0001372471,0.0002173848,0.0007398708,0.9962273,0.00006887211],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.00009164177,0.002420719,0.000544931,0.123989,0.869607,0.0002168144,0.0002921611,0.0003613747,0.002476429],"genre_scores_gemma":[0.003932576,0.007495271,0.003141465,0.2164925,0.7105272,0.00151803,0.0007917422,0.0009780632,0.05512309],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.966612,"threshold_uncertainty_score":0.2412235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02973988827170642,"score_gpt":0.2615479704189019,"score_spread":0.2318080821471954,"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."}}