{"id":"W7030305918","doi":"","title":"Model framework for assessment of state, performance, and management of Canada's Core Public Infrastructure","year":2009,"lang":"en","type":"article","venue":"NPARC","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Core (optical fiber); Key (lock); Government (linguistics); Work (physics); Critical infrastructure","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001591997,0.0009133231,0.0007810571,0.00266884,0.001979604,0.004656801,0.003416575,0.002011764,0.01217485],"category_scores_gemma":[0.002606628,0.0004746678,0.0009325112,0.00288472,0.001500317,0.001877907,0.00146501,0.001600742,0.0007814238],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03003976,"about_ca_system_score_gemma":0.04053423,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8116697,"about_ca_topic_score_gemma":0.82047,"domain_scores_codex":[0.9990165,0.0003302281,0.00002964099,0.0001366717,0.0002648558,0.0002220237],"domain_scores_gemma":[0.9989197,0.0002740329,0.00007129737,0.00004329798,0.0005585251,0.000133161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002440621,0.00006784426,0.001917776,0.00004905858,0.000061249,0.00007583133,0.0002148199,0.5533292,0.0002842619,0.4306138,0.007837068,0.005524639],"study_design_scores_gemma":[0.00004590447,0.00003579335,0.001755654,0.00005415206,0.00004772099,0.00003259295,0.0004687347,0.8955798,0.0001735491,0.08712537,0.01463415,0.00004653558],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1015685,0.0008814381,0.5479009,0.01259222,0.0002668755,0.001081059,0.01729294,0.00119166,0.3172244],"genre_scores_gemma":[0.868717,0.0007237868,0.08987023,0.0003288387,0.00005202862,0.001121638,0.002551926,0.0001012861,0.03653333],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9699602,"threshold_uncertainty_score":0.3788788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06687423690828097,"score_gpt":0.3925980444654229,"score_spread":0.3257238075571419,"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."}}