{"id":"W3187466409","doi":"10.1371/journal.pbio.3001362","title":"Response to “Vast (but avoidable) underestimation of global biodiversity”","year":2021,"lang":"en","type":"letter","venue":"PLoS Biology","topic":"Evolutionary Game Theory and Cooperation","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of Oregon","keywords":"Biodiversity; Diversity (politics); Environmental resource management; Field (mathematics); Geography; Political science; Environmental science; Ecology; Biology; Mathematics; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.0005594627,0.0001237781,0.0002470911,0.0000703379,0.0003045393,0.00002233109,0.0002860178,0.0006829333,0.0007077713],"category_scores_gemma":[0.0008561668,0.0001304857,0.00007091579,0.0003430097,0.0003218179,0.00007162063,0.00008959118,0.0002736475,0.0003952547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003094443,"about_ca_system_score_gemma":0.0006027436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006307423,"about_ca_topic_score_gemma":0.000580519,"domain_scores_codex":[0.9969282,0.002128149,0.0001953118,0.0003011215,0.0001837524,0.0002634346],"domain_scores_gemma":[0.9989806,0.0003996908,0.0001160882,0.0001955275,0.0002577821,0.00005030275],"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":[0.0005429948,0.00009681363,0.003768184,0.00004738979,0.0001321978,0.0000581736,0.001522226,0.00003429384,0.004795474,0.01259542,0.9760852,0.0003216685],"study_design_scores_gemma":[0.0002690966,0.0003418484,0.001712676,0.00008483328,0.00009802976,0.000004899791,0.00114493,0.00001003544,0.0004065609,0.00716588,0.9883649,0.0003962996],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1743078,0.0001442934,0.0005486326,0.8179532,0.0005568283,0.0003596498,0.0008680319,0.00007222435,0.005189286],"genre_scores_gemma":[0.3482237,0.0001092132,0.001360003,0.6372643,0.002464522,0.00005822587,0.00274682,0.00001469134,0.007758539],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1806889,"threshold_uncertainty_score":0.7749599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0428409618123997,"score_gpt":0.2933593649701592,"score_spread":0.2505184031577595,"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."}}