{"id":"W4298068562","doi":"","title":"A review of indicators and methods to assess biodiversity. Application to livestock production at global scale","year":2015,"lang":"en","type":"review","venue":"Prodinra (INRA Bordeaux-Aquitaine)","topic":"Sustainable Agricultural Systems Analysis","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Alberta","funders":"","keywords":"Livestock; Biodiversity; Scale (ratio); Production (economics); Environmental science; Environmental resource management; Geography; Ecology; Biology; Cartography; Forestry; Economics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003039581,0.0007358016,0.002364047,0.0002811038,0.0002555321,0.00006023234,0.0009273431,0.0003208285,0.0001399115],"category_scores_gemma":[0.0008033101,0.0005529713,0.0003859885,0.00534766,0.0001749231,0.0003115859,0.002069339,0.0002382759,0.000643708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003249447,"about_ca_system_score_gemma":0.0001360297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001138615,"about_ca_topic_score_gemma":0.0001867443,"domain_scores_codex":[0.9947713,0.0008078711,0.001182612,0.001685303,0.0008995674,0.0006533479],"domain_scores_gemma":[0.9968544,0.00007388835,0.001060416,0.001080518,0.00022227,0.0007084578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001238186,0.0001029289,0.002338014,0.03633504,0.0001376973,0.000002931349,0.0001933542,0.00002524374,0.00002165477,0.00001958684,0.0326449,0.9281663],"study_design_scores_gemma":[0.00007823444,0.000151562,0.0007387178,0.008333016,0.00139301,0.00005452095,0.0001497798,0.000003014534,0.00001364887,0.00002308923,0.9883952,0.0006662636],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007812257,0.9885799,0.0008926248,0.0006930254,0.0001510905,0.007828593,0.0000994096,0.0000998281,0.0008742808],"genre_scores_gemma":[0.00004045269,0.9850194,0.01225954,0.0002661561,0.0001443636,0.001220478,0.0001882853,0.00003366104,0.0008276781],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9557502,"threshold_uncertainty_score":0.9996922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03185589822411731,"score_gpt":0.3575589507156928,"score_spread":0.3257030524915755,"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."}}