{"id":"W1965265782","doi":"10.1038/467272a","title":"Road will ruin Serengeti","year":2010,"lang":"en","type":"article","venue":"Nature","topic":"Wildlife-Road Interactions and Conservation","field":"Environmental Science","cited_by":97,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph; University of British Columbia","funders":"","keywords":"Tanzania; National park; Geography; Political science; Environmental planning; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000525573,0.0004323194,0.0002096077,0.0004712579,0.004420231,0.001777181,0.000498968,0.001381408,0.07039525],"category_scores_gemma":[0.0007408504,0.0001489024,0.0001837401,0.0003316012,0.0008757877,0.001028036,0.00176262,0.001906637,0.01380466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001760816,"about_ca_system_score_gemma":0.002508689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02986112,"about_ca_topic_score_gemma":0.08840398,"domain_scores_codex":[0.9996699,0.00002879268,0.000004130176,0.00003922083,0.00003202024,0.0002258189],"domain_scores_gemma":[0.9997216,0.00002827809,0.00002310261,0.00002089918,0.00005421574,0.0001519293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006237648,0.0002331679,0.02190526,0.0003106263,0.00002556455,0.003320395,0.004220826,0.0003095662,0.002552158,0.04180457,0.798739,0.1259552],"study_design_scores_gemma":[0.00001686727,0.00006971799,0.01080625,0.00008124256,0.000007790524,0.0002049442,0.002645162,0.00004042328,0.0002793175,0.0009497977,0.9848914,0.000007118373],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.06523263,0.00317699,0.0004724222,0.02023653,0.01157646,0.0001440002,0.001274053,0.0003159925,0.897571],"genre_scores_gemma":[0.2624516,0.002361206,0.0006723733,0.003935966,0.001237025,0.00009970898,0.001081981,0.00009128997,0.7280688],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.07039525,"threshold_uncertainty_score":0.2354956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003333458391493661,"score_gpt":0.2260169998083914,"score_spread":0.2226835414168978,"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."}}