{"id":"W6976605219","doi":"10.6068/dp14ba6f5f20c11","title":"Trend 2010 - 2011. National Science Foundation. Higher Education Research and Development Survey – R&D Spending: R&D Expenditures: Federally Funded R&D Total | Country: USA | Institution: RUTGERS UNIVERSITY-NEW BRUNSWICK/PISCATAWAY, 2010-2011. Data-Planet™ Statistical Ready Reference by Conquest Systems, Inc. Dataset-ID: 073-001-018.","year":2015,"lang":"en","type":"other","venue":"Data Planet","topic":"Social and Demographic Issues in Germany","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Higher education; Population; State (computer science); Survey research; Successor cardinal; Statistics education","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005002822,0.0006682707,0.0007747789,0.0008884679,0.002415205,0.0003908639,0.00283551,0.001076779,0.05870211],"category_scores_gemma":[0.0001215064,0.0006528043,0.000001718151,0.0002334669,0.001797902,0.00126453,0.002177541,0.001865742,0.03104007],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006191789,"about_ca_system_score_gemma":0.01416727,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6318049,"about_ca_topic_score_gemma":0.2691217,"domain_scores_codex":[0.9919843,0.001287524,0.0009542266,0.001920837,0.002650749,0.001202373],"domain_scores_gemma":[0.9942511,0.001392517,0.0007843947,0.002376019,0.0002520657,0.0009439206],"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":[0.0002098949,0.0002492027,0.0004735122,0.000237299,0.0001359802,0.00001714187,0.00007071022,4.690031e-7,0.000008640528,0.004073314,0.9944017,0.0001221301],"study_design_scores_gemma":[0.0009499178,0.00004384437,0.001440163,0.00007124218,0.00005923196,0.00005502669,0.0001878098,0.000006360569,2.977155e-8,0.0000188603,0.9964253,0.0007422575],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00001100756,0.001333601,0.00001497173,0.00005688596,0.005799332,0.001228355,0.9195933,0.0001546561,0.07180785],"genre_scores_gemma":[0.0000419371,0.0007329041,0.0009784125,0.0001333304,0.001291295,0.00001339137,0.7931405,0.00009935463,0.2035689],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3626832,"threshold_uncertainty_score":0.9995923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2473423304437571,"score_gpt":0.4350143348208065,"score_spread":0.1876720043770494,"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."}}