{"id":"W1535688875","doi":"","title":"New Decision Tool To Evaluate Award Selection Process","year":2002,"lang":"en","type":"article","venue":"Journal of Research Administration","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Foundation (evidence); Government (linguistics); Process (computing); Medical education; Public relations; Psychology; Management; Political science; Medicine; Computer science; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","scholarly_communication","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.1706053,0.0001604063,0.001246041,0.001306859,0.0002355297,0.001749631,0.001355843,0.00008468741,0.01702936],"category_scores_gemma":[0.1151376,0.00008181801,0.0007229097,0.003632341,0.00002350436,0.0007957575,0.00004676582,0.0004477305,0.004144886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001275684,"about_ca_system_score_gemma":0.0005530411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000238996,"about_ca_topic_score_gemma":0.00004222055,"domain_scores_codex":[0.9671996,0.006045052,0.00735553,0.0005203478,0.0185244,0.000355092],"domain_scores_gemma":[0.9833905,0.002895011,0.002804207,0.0009815233,0.00939801,0.0005308109],"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":[0.0001524945,0.0001064325,0.003491907,0.00002134067,0.00007132176,0.00002470756,0.0005385733,0.0005782159,0.0008666669,0.0002468921,0.5945706,0.3993308],"study_design_scores_gemma":[0.002379504,0.01002514,0.04263845,0.0006781219,0.0003397207,0.001653467,0.002994477,0.09631452,0.008259901,0.09209868,0.7418535,0.0007645813],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7818994,0.0003803773,0.2039952,0.008224902,0.0004403498,0.0008635559,0.00000228954,0.000004159296,0.004189833],"genre_scores_gemma":[0.9606956,0.00003543762,0.02295565,0.00007477103,0.000546568,0.000008724448,5.751669e-7,0.000008951343,0.0156737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3985662,"threshold_uncertainty_score":0.9992867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8218983377358803,"score_gpt":0.6495537627491935,"score_spread":0.1723445749866868,"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."}}