{"id":"W2779453172","doi":"10.2139/ssrn.3083743","title":"Financing Infrastructure: Who Should Pay?","year":2017,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Disability Prevention and Rehabilitation","funders":"","keywords":"Business; Finance; Critical infrastructure; Computer science; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001369458,0.00009526353,0.0001314674,0.00004101694,0.002844963,0.0003460184,0.0007197902,0.0001019753,0.0000830991],"category_scores_gemma":[0.0006583587,0.00007997134,0.0000926975,0.00006098583,0.0002181092,0.000472101,0.00003543584,0.001518312,0.0000246519],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00126728,"about_ca_system_score_gemma":0.006482677,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0519393,"about_ca_topic_score_gemma":0.4266174,"domain_scores_codex":[0.9971706,0.00005850497,0.0001442267,0.0001339074,0.0003169373,0.002175824],"domain_scores_gemma":[0.9992433,0.00002813078,0.0002682427,0.0002458008,0.00005127673,0.000163295],"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":[0.000009907696,0.00000466201,0.005084868,0.000001474226,0.00002697118,0.00000842058,0.001578371,0.000008045929,0.00001631672,0.9024008,0.01818778,0.0726724],"study_design_scores_gemma":[0.0002249696,0.00003334288,0.02966724,0.0000186093,0.00000909095,0.0000452321,0.0005653162,0.000006976,0.00001505042,0.413541,0.5557438,0.000129374],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5584939,0.005372896,0.003985318,0.2769894,0.003186334,0.0004745211,0.00006223179,0.0001068327,0.1513286],"genre_scores_gemma":[0.9647757,0.004652096,0.00002205133,0.0009835232,0.001677852,0.000001416061,2.258249e-7,0.0000112413,0.02787583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.537556,"threshold_uncertainty_score":0.9991496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01487559102516513,"score_gpt":0.2973645402180808,"score_spread":0.2824889491929157,"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."}}