{"id":"W620397932","doi":"","title":"Across State Lines","year":2007,"lang":"en","type":"article","venue":"Bridges Conversations in Global Politics and Public Policy","topic":"Logistics and Infrastructure Analysis","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bridge (graph theory); Demolition; Work (physics); Engineering; Plan (archaeology); Forensic engineering; Civil engineering; Span (engineering); Transport engineering; Environmental planning; Archaeology; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002544134,0.0001145192,0.0001371389,0.00003084094,0.0001859008,0.0001687656,0.0001540395,0.0000720708,0.00003593346],"category_scores_gemma":[0.0002662147,0.00005467089,0.00004973648,0.0006458269,0.000175677,0.0001207705,0.00009521475,0.00007093904,0.000007831894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001118824,"about_ca_system_score_gemma":0.00004230086,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02693681,"about_ca_topic_score_gemma":0.01155037,"domain_scores_codex":[0.9988312,0.00002256561,0.0002545124,0.0001937202,0.0001344759,0.0005635077],"domain_scores_gemma":[0.9994521,0.0001041082,0.00006376504,0.00005923538,0.0001080747,0.0002127635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004986828,0.00005944844,0.4864199,0.000005807224,0.00002760383,0.00000772441,0.0001463106,0.00001329164,0.000221154,0.3895659,0.0007681936,0.1227596],"study_design_scores_gemma":[0.0001319127,0.00003235364,0.9264616,0.000002917452,0.000004996346,0.00000993555,0.0005030642,0.0002945246,0.0000434874,0.0252536,0.04712407,0.0001375796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875389,0.00008838873,0.000150295,0.00665644,0.00007736097,0.00006578954,0.000555998,0.00003062344,0.004836172],"genre_scores_gemma":[0.997587,0.000113866,0.00007971118,0.001618329,0.0003514303,0.000001714189,0.00008420278,6.128524e-7,0.0001631225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4400417,"threshold_uncertainty_score":0.9795429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01854886731322265,"score_gpt":0.2856018379431232,"score_spread":0.2670529706299005,"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."}}