{"id":"W1980606954","doi":"10.1007/s10393-004-0014-9","title":"EcoHealth: A Transdisciplinary Imperative for a Sustainable Future","year":2004,"lang":"en","type":"article","venue":"EcoHealth","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":74,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Animal ecology; Public health; Environmental planning; Geography; Ecology; Environmental resource management; Environmental science; Biology; Medicine; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004267704,0.0002562626,0.0002443775,0.00006240816,0.000766788,0.00004040118,0.0002479308,0.0001202806,0.001484906],"category_scores_gemma":[0.00002588746,0.0002382982,0.00009863459,0.0002857611,0.0001356385,0.0004928807,0.0001397613,0.000179062,0.0009506413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002023054,"about_ca_system_score_gemma":0.0001903856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005809102,"about_ca_topic_score_gemma":0.0001817721,"domain_scores_codex":[0.9977801,0.0000351908,0.0003250318,0.0004994955,0.0002371064,0.001123034],"domain_scores_gemma":[0.9992564,0.00003229058,0.00009152521,0.0002568619,0.00001511998,0.0003477652],"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":[0.004687971,0.006427917,0.0483962,0.004921722,0.0003841628,0.00100534,0.2504681,0.03973209,0.002549877,0.2035046,0.3796692,0.05825274],"study_design_scores_gemma":[0.01024729,0.003025804,0.191123,0.00005913448,0.00005119181,0.00007719425,0.05243792,0.0003795688,0.00130911,0.1289707,0.6103269,0.00199223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.956518,0.0001400343,0.0008192418,0.01041007,0.0003201001,0.002131413,0.00001940504,0.0001338654,0.02950788],"genre_scores_gemma":[0.9706982,0.0001991109,0.008004199,0.003584567,0.0007133748,0.0005199459,0.00008160665,0.00006947519,0.01612946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2306577,"threshold_uncertainty_score":0.9998272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007221504229404587,"score_gpt":0.2547719923595078,"score_spread":0.2475504881301032,"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."}}