{"id":"W4242544123","doi":"10.32920/ryerson.14639109","title":"Critical Practice of Grant Application and Administration","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Data Analysis and Archiving","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Administration (probate law); Political science; Public administration; Law","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"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3539041,0.0009988766,0.001481066,0.009595675,0.02336204,0.05113491,0.006538376,0.009200337,0.006306476],"category_scores_gemma":[0.4649816,0.001222777,0.000856637,0.01082926,0.09849034,0.03162528,0.02436586,0.0161643,0.002155059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02300801,"about_ca_system_score_gemma":0.07029559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004379941,"about_ca_topic_score_gemma":0.00449103,"domain_scores_codex":[0.4740062,0.4670751,0.01382491,0.01618059,0.02228965,0.006623494],"domain_scores_gemma":[0.4513938,0.409033,0.01912043,0.06874135,0.03867262,0.01303877],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005475157,0.0000578699,0.0009645085,0.0004841314,0.00002760301,0.0001886674,0.2162339,0.0002609198,0.0003258526,0.6811755,0.03957976,0.06064647],"study_design_scores_gemma":[0.0000320096,0.00004236193,0.0005367712,0.001842898,0.00001396371,0.0001522766,0.093803,0.0005795449,0.000696656,0.486023,0.4162116,0.00006587162],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.04070732,0.01602441,0.199285,0.52144,0.01161545,0.002982359,0.0002023955,0.0008441053,0.206899],"genre_scores_gemma":[0.7394312,0.01017622,0.1699113,0.02760722,0.005732001,0.007576284,0.0001309251,0.0007765457,0.03865834],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6460959,"threshold_uncertainty_score":0.7967513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02919161593747825,"score_gpt":0.4031157678223753,"score_spread":0.373924151884897,"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."}}