{"id":"W6904436080","doi":"10.1371/journal.pone.0155876.g005","title":"Bias in Research Grant Evaluation Has Dire Consequences for Small Universities - Fig 5","year":2016,"lang":"en","type":"other","venue":"Figshare","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Attrition; Institution; Grant funding; Public funding","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":[0.1410847,0.0009240034,0.001476099,0.004571661,0.005153696,0.01166479,0.003350605,0.002499508,0.0483264],"category_scores_gemma":[0.3353298,0.0009331409,0.001665445,0.009001956,0.004723076,0.0059716,0.005331285,0.004306663,0.02183381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01157813,"about_ca_system_score_gemma":0.03956277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05225174,"about_ca_topic_score_gemma":0.1238534,"domain_scores_codex":[0.8539515,0.06958356,0.008115386,0.006159842,0.05521797,0.006971766],"domain_scores_gemma":[0.6147657,0.1792803,0.02533144,0.04484884,0.121359,0.01441475],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005007729,0.0000690364,0.02231604,0.001530465,0.0002250242,0.0002163764,0.001164576,0.001321456,0.0009925602,0.07797579,0.6108092,0.2828787],"study_design_scores_gemma":[0.0002325007,0.0001808087,0.04542777,0.002277068,0.0001620196,0.0003802572,0.001946613,0.00184295,0.002673106,0.05604896,0.8886586,0.0001694341],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04945907,0.01465306,0.06020696,0.3588868,0.0237227,0.00230027,0.02092746,0.007682629,0.462161],"genre_scores_gemma":[0.5689473,0.01253662,0.09745685,0.07682169,0.004289191,0.004106106,0.01700895,0.005352299,0.2134811],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8589153,"threshold_uncertainty_score":0.7461364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7513298115805018,"score_gpt":0.4750405041825764,"score_spread":0.2762893073979255,"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."}}