{"id":"W1520745096","doi":"10.2139/ssrn.1427963","title":"Public Infrastructure in Canada: Where Do We Stand?","year":2003,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Government of Canada; Statistics Canada","funders":"","keywords":"Business; Public administration; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.001105045,0.00009676639,0.000127946,0.00007349264,0.0003421871,0.0000957961,0.0002788431,0.00007007259,0.0003518379],"category_scores_gemma":[0.0002815656,0.00009556969,0.00004036756,0.0004243194,0.00005989454,0.0002381693,0.000007145131,0.001374432,0.000004790566],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01234977,"about_ca_system_score_gemma":0.1081221,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9597774,"about_ca_topic_score_gemma":0.9999259,"domain_scores_codex":[0.9966155,0.0001977211,0.0001838365,0.0001287939,0.0003982479,0.002475932],"domain_scores_gemma":[0.9994683,0.00003992472,0.0001123969,0.00009581746,0.00005245813,0.0002311005],"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":[0.000004127255,0.000004960581,0.01224987,0.000002447419,0.00001688323,0.00001310399,0.0008546173,0.0000176071,0.00000195912,0.9488724,0.01940779,0.01855425],"study_design_scores_gemma":[0.0002323647,0.00001375016,0.002060691,0.00001610856,0.000002278892,0.0000452299,0.005007205,9.956811e-7,0.000001596115,0.2252427,0.7672762,0.0001008307],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4850968,0.2314729,0.0003982903,0.1821613,0.001647416,0.0004904084,0.0001004569,0.00003764198,0.09859484],"genre_scores_gemma":[0.9598027,0.03477586,0.00001087645,0.0002850552,0.0002126034,0.000001707366,1.104535e-7,0.000009528794,0.004901528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7478684,"threshold_uncertainty_score":0.9914417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008945759022255991,"score_gpt":0.2279917238906629,"score_spread":0.2190459648684069,"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."}}