{"id":"W7009489754","doi":"","title":"ERIC ED479841: A Sampling of Success Stories of Federal Investment in University Research.","year":2003,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Investment (military); Workforce; Workforce development; Knowledge transfer; Technology transfer; Key (lock); Higher education; Training (meteorology)","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":[],"consensus_categories":[],"category_scores_codex":[0.001392288,0.0004348037,0.0002218693,0.006708225,0.006436126,0.004162657,0.0007972027,0.001906981,0.03179275],"category_scores_gemma":[0.006779762,0.0003704878,0.000160775,0.01519863,0.001205948,0.002482031,0.001763248,0.001003348,0.007438716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009945964,"about_ca_system_score_gemma":0.006877479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3817199,"about_ca_topic_score_gemma":0.6754252,"domain_scores_codex":[0.9981793,0.0002292688,0.00006080474,0.00004979416,0.001145627,0.0003351355],"domain_scores_gemma":[0.9966492,0.00136513,0.0001707328,0.0001328738,0.001226093,0.0004559888],"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":[0.00001389876,0.00001104966,0.001206709,0.0001535651,0.000001940521,0.000398062,0.005739255,0.00002534468,0.00008006459,0.00718995,0.927339,0.05784112],"study_design_scores_gemma":[7.133419e-7,0.000002880333,0.00344918,0.0001030369,0.000001045293,0.000157498,0.003272006,0.00001100721,0.00005036022,0.0001951408,0.9927518,0.000005316054],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01297351,0.02529383,0.0004594462,0.02298995,0.001076587,0.0001094076,0.00548511,0.0002303939,0.9313819],"genre_scores_gemma":[0.06035528,0.02955215,0.0006382858,0.01073673,0.000457873,0.0001264357,0.003094002,0.0004670033,0.8945721],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3817199,"threshold_uncertainty_score":0.7589962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02528557783932615,"score_gpt":0.2427583328924589,"score_spread":0.2174727550531327,"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."}}