{"id":"W2992132523","doi":"10.1007/978-981-13-3309-5_24-1","title":"New Education Finance","year":2019,"lang":"en","type":"book-chapter","venue":"Global education systems","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Western University","funders":"","keywords":"Investment (military); Optimism; Impact investing; Business; Social capital; Service (business); Finance; Financial services; Economic growth; Marketing; Economics; Political science; Emerging markets","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002264459,0.0002851829,0.0005578601,0.0001649028,0.0001107392,0.0002307853,0.0003998426,0.0003784341,0.0008117813],"category_scores_gemma":[0.00004450316,0.0003779663,0.0001574277,0.00009940864,0.00002081445,0.0002094278,0.0000605784,0.000222746,0.00901942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001171459,"about_ca_system_score_gemma":0.003727548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003659803,"about_ca_topic_score_gemma":0.00006865988,"domain_scores_codex":[0.998627,0.00001086969,0.0007115568,0.0003644676,0.00007254507,0.0002135741],"domain_scores_gemma":[0.9982901,0.00002042838,0.0008190832,0.0006275953,0.0001204358,0.0001223854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000219305,0.00002663992,0.001380211,0.0000479057,0.00003273248,5.989396e-8,0.0002028983,0.000002349264,3.892478e-8,0.7335835,0.2462218,0.01849964],"study_design_scores_gemma":[0.00008731298,0.00001492031,0.003934318,0.0002148695,0.000008168599,0.00000550718,0.0001410808,0.000004889942,5.708085e-8,0.08100604,0.9142174,0.0003654671],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004213687,0.02062105,0.0002056436,0.0004661915,0.01338215,0.0005792763,0.0001720404,0.00004911529,0.9641032],"genre_scores_gemma":[0.03914205,0.0007595939,0.0002260614,0.0003199454,0.001064335,0.00001858967,0.0003398762,0.00003599194,0.9580936],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6679956,"threshold_uncertainty_score":0.9998672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03790621934044685,"score_gpt":0.2617443059515919,"score_spread":0.2238380866111451,"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."}}