{"id":"W6906605067","doi":"10.17605/osf.io/824mg","title":"Grant Resubmissions Scoping Review","year":2022,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.04892022,0.002132035,0.006974798,0.01211836,0.00385846,0.01177327,0.005644464,0.01531208,0.4545419],"category_scores_gemma":[0.2800653,0.002715501,0.008312075,0.008337793,0.002339353,0.006263085,0.01259143,0.005574025,0.1705202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007280167,"about_ca_system_score_gemma":0.02944396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002707077,"about_ca_topic_score_gemma":0.008567317,"domain_scores_codex":[0.9413426,0.01578703,0.01940972,0.003045803,0.01481137,0.005603511],"domain_scores_gemma":[0.8010921,0.03428415,0.01666883,0.03813479,0.08963432,0.02018582],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00198498,0.0001785449,0.0008597436,0.0130834,0.0008007194,0.0004415261,0.0001919889,0.00007114988,0.000381134,0.002600573,0.9282917,0.0511146],"study_design_scores_gemma":[0.00733354,0.000456385,0.007012954,0.03093963,0.0008985961,0.0005823624,0.0004928537,0.0006254675,0.0005691163,0.01073672,0.9401984,0.0001540813],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"review","genre_scores_codex":[0.006825927,0.01940812,0.006340409,0.1675297,0.3830573,0.07140663,0.1408217,0.004536516,0.2000737],"genre_scores_gemma":[0.08616005,0.02641564,0.01684509,0.09060337,0.09481213,0.1164787,0.1363892,0.003819343,0.4284764],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9510798,"threshold_uncertainty_score":0.7780298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4937398371352303,"score_gpt":0.4859402457609136,"score_spread":0.007799591374316739,"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."}}