{"id":"W592788084","doi":"","title":"THE NEW WORLD INTERCHANGE NETWORK (WIN) PUTS YOU IN DIRECT CONTACT WITH ROAD EXPERTS","year":2003,"lang":"en","type":"article","venue":"Routes/Roads","topic":"Wildlife-Road Interactions and Conservation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Developing country; Principal (computer security); Business; Political science; Public relations; Engineering; Economic growth; Computer science; Economics; Computer security","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003169609,0.000193799,0.0001672632,0.00004167344,0.0002116265,0.0001168422,0.000236504,0.00005009733,0.001083097],"category_scores_gemma":[0.00004510175,0.0001312296,0.00005743782,0.0005124233,0.00005992832,0.0004067119,0.00006960607,0.0001750026,0.0002765756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002958822,"about_ca_system_score_gemma":0.00003245358,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003801039,"about_ca_topic_score_gemma":0.02815569,"domain_scores_codex":[0.9986048,0.0001388366,0.0002567401,0.0003345341,0.0002342157,0.0004308114],"domain_scores_gemma":[0.9992777,0.000115501,0.00009735876,0.0003840525,0.000009049039,0.0001163984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002650237,0.0001809157,0.6469035,0.000003565489,0.00005601244,0.00003375511,0.002018715,0.002012869,0.0003113621,0.001239637,0.2514456,0.09552909],"study_design_scores_gemma":[0.0005021964,0.0001432251,0.1656332,0.00008092845,0.00001141101,0.00001223495,0.0002388673,0.0009494635,0.0001634945,0.0002706636,0.8317413,0.000253026],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7764001,0.001009044,0.0007939193,0.007420124,0.001607499,0.0008922904,0.000003748839,0.0001580344,0.2117152],"genre_scores_gemma":[0.9682004,0.00005431392,0.0004749213,0.001432975,0.000163765,0.00007476069,0.000006521595,0.00002444734,0.02956789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5802957,"threshold_uncertainty_score":0.9998301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01162462875435153,"score_gpt":0.2213279975724972,"score_spread":0.2097033688181456,"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."}}