{"id":"W4398140325","doi":"10.1111/conl.13023","title":"Urgent actions needed by digital services platforms to help achieve conservation and public health goals","year":2024,"lang":"en","type":"article","venue":"Conservation Letters","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Oxford Brookes University","keywords":"Business; Environmental planning; Environmental resource management; Process management; Risk analysis (engineering); Computer science; Environmental science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0159032,0.00159235,0.0008547934,0.002413802,0.005254126,0.0197451,0.004268542,0.02203575,0.07352296],"category_scores_gemma":[0.03875441,0.0006099988,0.001463465,0.002096256,0.004262092,0.02799251,0.01544865,0.015962,0.03079987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00441617,"about_ca_system_score_gemma":0.03320119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008612465,"about_ca_topic_score_gemma":0.008513106,"domain_scores_codex":[0.9825184,0.006513041,0.0007201015,0.0009426191,0.005787335,0.003518545],"domain_scores_gemma":[0.9489605,0.01317193,0.001865807,0.002820157,0.01478397,0.01839761],"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":[0.0001069593,0.0002401509,0.001355074,0.0007541607,0.0000323911,0.0003458488,0.001368729,0.0005347436,0.001759949,0.0820142,0.755471,0.1560169],"study_design_scores_gemma":[0.00003116732,0.00005899731,0.0009016781,0.0008565545,0.00001649465,0.0001899191,0.004420246,0.0009434414,0.0004996536,0.04520026,0.946831,0.00005041344],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002896387,0.006101777,0.01014319,0.8943958,0.009135268,0.0003747197,0.001362121,0.00178336,0.07380739],"genre_scores_gemma":[0.126788,0.03278216,0.1158263,0.599428,0.01382444,0.001872146,0.01045911,0.001453031,0.09756666],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07352296,"threshold_uncertainty_score":0.2459588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04109381048309573,"score_gpt":0.3057866697987437,"score_spread":0.264692859315648,"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."}}