{"id":"W7052067622","doi":"","title":"Purposes, Policies, Performance Higher Education and the Fulfillment of a State’s Public Agenda","year":2003,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University","keywords":"Higher education; Government (linguistics); State (computer science); Public policy; State government; Education policy; State policy; Higher education policy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01663317,0.0001936222,0.0002122659,0.00259275,0.01460366,0.01656347,0.0006316635,0.002596236,0.004601458],"category_scores_gemma":[0.02299325,0.0002310678,0.0001999177,0.002526352,0.01370668,0.00686113,0.005064667,0.003829692,0.0004578629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008614233,"about_ca_system_score_gemma":0.01374447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01488473,"about_ca_topic_score_gemma":0.02522384,"domain_scores_codex":[0.9893718,0.006303122,0.000348206,0.0003289513,0.001235274,0.002412605],"domain_scores_gemma":[0.9804733,0.009512579,0.002882498,0.001057035,0.00190839,0.004166051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00004350797,0.0001468716,0.03699934,0.00003832223,0.000008850711,0.0001131653,0.03469021,0.0004145208,0.0002053873,0.9026815,0.006098049,0.01856031],"study_design_scores_gemma":[0.0000404655,0.000135207,0.1586158,0.0005555531,0.00002211399,0.0001094485,0.1816205,0.001259298,0.001071731,0.3697253,0.2867576,0.00008698621],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4058557,0.001480499,0.00319014,0.09037497,0.0002120903,0.00008415052,0.0001083734,0.00003878097,0.4986553],"genre_scores_gemma":[0.9924042,0.0002643386,0.0003303414,0.001119776,0.00005176814,0.0000375169,0.00003037035,0.000007847833,0.005753772],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01663317,"threshold_uncertainty_score":0.08796567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01311160180925363,"score_gpt":0.2502153180637416,"score_spread":0.237103716254488,"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."}}