{"id":"W1805636449","doi":"10.1111/j.1755-263x.2010.00120.x","title":"Exposure of Africa's freshwater biodiversity to a changing climate","year":2010,"lang":"en","type":"article","venue":"Conservation Letters","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Biodiversity; Climate change; Freshwater fish; Freshwater ecosystem; Surface runoff; Environmental science; Ecosystem; Ecology; Ecosystem services; Water resources; Geography; Fish <Actinopterygii>; Fishery; Biology","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":[0.0002312891,0.000103363,0.0001036927,0.000467251,0.0002733618,0.0004541261,0.0001099722,0.0001077102,0.001755325],"category_scores_gemma":[0.001061587,0.00004709535,0.0001249559,0.0007167267,0.0002147841,0.0002657449,0.0005118901,0.0001261914,0.00005002885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003600907,"about_ca_system_score_gemma":0.0001722387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01054252,"about_ca_topic_score_gemma":0.01062341,"domain_scores_codex":[0.9998626,0.00005035469,0.000005923505,0.00002215766,0.00001958781,0.00003938347],"domain_scores_gemma":[0.9994005,0.0001427836,0.0002936969,0.00003631932,0.00005884783,0.00006792853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004357269,0.00001313094,0.9874364,0.00002198812,0.00006795798,0.000157777,0.000255285,0.002261768,0.002419216,0.0001492161,0.0001318809,0.007041776],"study_design_scores_gemma":[0.000001637161,0.00003830669,0.9977679,0.000006288915,0.000009876252,0.00008944648,0.0004219809,0.0008588689,0.0002072939,0.0001280226,0.0004668803,0.00000345629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992895,0.00002922053,0.00006049845,0.0000420458,6.409244e-7,0.000001774211,0.0001671342,0.000001670138,0.0004074842],"genre_scores_gemma":[0.9998386,0.00002290213,0.00003593399,0.000006028871,8.514758e-7,0.000001502392,0.00006676768,2.523442e-7,0.00002719207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01054252,"threshold_uncertainty_score":0.0209623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009904554907198103,"score_gpt":0.1851347054356531,"score_spread":0.175230150528455,"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."}}