{"id":"W2060101222","doi":"10.1016/s0840-4704(10)60392-4","title":"Where is the New $500 Million Going to Go?","year":2001,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"University Challenges and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Business","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002727281,0.00009100369,0.00009120938,0.00008126203,0.001047627,0.00006379868,0.0003616583,0.00006600624,0.0003032485],"category_scores_gemma":[0.000004322842,0.0000624906,0.00007004306,0.0003970613,0.00003896197,0.000122555,0.0001814501,0.0001040361,0.0006379768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002149185,"about_ca_system_score_gemma":0.00004747837,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006479469,"about_ca_topic_score_gemma":0.08522829,"domain_scores_codex":[0.9987098,0.00005095876,0.0001154241,0.0002228625,0.0003609585,0.0005400275],"domain_scores_gemma":[0.999429,0.00001658288,0.00004274424,0.0002463807,0.00003337221,0.0002318977],"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":[0.00002191956,0.00002150926,0.002577276,0.00006770783,0.0000307235,0.00002790249,0.02194934,0.000007601659,3.375298e-7,0.1019018,0.4771077,0.3962862],"study_design_scores_gemma":[0.0001209582,0.00005015349,0.001095612,0.00006436874,0.000006845899,4.608345e-7,0.04395868,0.000009989051,8.535504e-7,0.001670615,0.9529318,0.00008971878],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002911711,0.00104155,0.0004232987,0.7355838,0.0004258469,0.0006217859,0.00000210967,0.00008602929,0.2589038],"genre_scores_gemma":[0.3065789,0.03655626,0.0006806457,0.02928672,0.0006525897,0.00001269244,0.000005570643,0.00002680878,0.6261998],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7062972,"threshold_uncertainty_score":0.9795063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03007547411561431,"score_gpt":0.3094167674896036,"score_spread":0.2793412933739893,"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."}}