{"id":"W2560083151","doi":"10.1126/sciadv.1600387","title":"Deforestation-driven food-web collapse linked to emerging tropical infectious disease, <i>Mycobacterium ulcerans</i>","year":2016,"lang":"en","type":"article","venue":"Science Advances","topic":"Vibrio bacteria research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Future Earth","funders":"Centre National de la Recherche Scientifique; Agence Nationale de la Recherche; Institut de Recherche pour le Développement; Bournemouth University","keywords":"Generalist and specialist species; Biology; Ecology; Deforestation (computer science); Outbreak; Urbanization; Food web; Habitat; Mycobacterium ulcerans; Biodiversity; Population; Geography; Ecosystem; Disease; Environmental health","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":[0.0002311375,0.0001291916,0.0001081155,0.0003223348,0.0002688845,0.0003741664,0.0001426685,0.0002898838,0.004333044],"category_scores_gemma":[0.0005012488,0.00007137884,0.0002400473,0.0003334275,0.0001964325,0.0002281997,0.0003137621,0.0003749879,0.0003520608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003539283,"about_ca_system_score_gemma":0.0002464372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005832538,"about_ca_topic_score_gemma":0.01007024,"domain_scores_codex":[0.9998957,0.00001871688,0.000007272164,0.00002260707,0.00001716314,0.00003855051],"domain_scores_gemma":[0.9996105,0.00003652859,0.000203588,0.00002250791,0.00003881475,0.0000881486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008734666,0.0003010151,0.872717,0.0003210174,0.0003123668,0.001296335,0.0003782137,0.001671703,0.08232256,0.0008348486,0.007863603,0.0311079],"study_design_scores_gemma":[0.000005229999,0.00007550295,0.9948187,0.00001238881,0.00002015049,0.0002690184,0.0002551434,0.001014473,0.001839133,0.0002604617,0.001423972,0.000005864005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940738,0.0003454714,0.0004922972,0.0004195084,0.00003778706,0.00001376037,0.001759136,0.00004037042,0.002817919],"genre_scores_gemma":[0.9981104,0.0001687444,0.0002191141,0.00009441919,0.0000117364,0.000007300266,0.0009553713,0.000003343395,0.0004294782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005832538,"threshold_uncertainty_score":0.01449549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008052398466872389,"score_gpt":0.2824472620263253,"score_spread":0.2743948635594529,"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."}}