{"id":"W2332191267","doi":"10.1061/9780784478745.073","title":"Envision As a Solution to Standards and Capacity Challenges","year":2014,"lang":"en","type":"article","venue":"","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Business; Private sector; Finance; Public sector; Investment (military); Competition (biology); Economics; Economic growth","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02584636,0.0007123944,0.0006802995,0.002331023,0.002543249,0.01234443,0.002715165,0.005006642,0.02033124],"category_scores_gemma":[0.04731635,0.0006388854,0.000720114,0.001855695,0.005704747,0.0122486,0.01130337,0.00678701,0.00341604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007016981,"about_ca_system_score_gemma":0.01866314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005831863,"about_ca_topic_score_gemma":0.004788309,"domain_scores_codex":[0.9813922,0.008682032,0.0007464424,0.001599775,0.005503603,0.002075997],"domain_scores_gemma":[0.9714692,0.0106102,0.001512373,0.004808161,0.006592039,0.005008101],"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":[0.00002796275,0.00005473494,0.0007418676,0.00005832725,0.000009066072,0.00008100494,0.0003641024,0.008984945,0.0001471871,0.9396094,0.0170118,0.03290963],"study_design_scores_gemma":[0.00002867967,0.00006450737,0.0004566727,0.0001923426,0.000006351778,0.0001656727,0.0009543413,0.01330146,0.000450653,0.6694324,0.3148864,0.00006052346],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.03275418,0.00285914,0.448949,0.1920871,0.002745504,0.0002893306,0.0005148577,0.001715045,0.3180858],"genre_scores_gemma":[0.6940196,0.003455654,0.1822771,0.009144306,0.001504406,0.0008007706,0.0005913906,0.0005678652,0.1076391],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02584636,"threshold_uncertainty_score":0.1366903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0736385829488223,"score_gpt":0.2586279106894679,"score_spread":0.1849893277406456,"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."}}