{"id":"W3131388323","doi":"10.1111/cobi.13721","title":"A quantitative global review of species population monitoring","year":2021,"lang":"en","type":"review","venue":"Conservation Biology","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":156,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Global biodiversity; Per capita; Geography; Gross domestic product; Population; Quarter (Canadian coin); Biodiversity; Data collection; Sample (material); Ecology; Economics; Demography; Economic growth; Biology; Statistics","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":[0.02010413,0.001157984,0.002413408,0.0482265,0.000747885,0.003391071,0.002072276,0.001409478,0.006203297],"category_scores_gemma":[0.1029322,0.0009233411,0.002742577,0.05038188,0.001543909,0.005726936,0.00289168,0.001508397,0.001169734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003921836,"about_ca_system_score_gemma":0.01290278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008530023,"about_ca_topic_score_gemma":0.01285616,"domain_scores_codex":[0.9787706,0.007554694,0.005866641,0.002205847,0.005126429,0.0004758884],"domain_scores_gemma":[0.8622087,0.08940497,0.01726484,0.005747383,0.0238329,0.001541286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001779014,0.00004565466,0.01055261,0.3098711,0.00282909,0.0001376469,0.001593627,0.00104673,0.0009111908,0.009909724,0.08596344,0.5769613],"study_design_scores_gemma":[0.00002873047,0.0001467586,0.03325634,0.2157144,0.004201041,0.0004058692,0.001005342,0.0004008952,0.0005842089,0.003785882,0.7403821,0.00008841864],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002708589,0.9720092,0.002974582,0.003060546,0.001041032,0.000228631,0.01199671,0.0001170512,0.005863653],"genre_scores_gemma":[0.02657479,0.9547149,0.006789711,0.002096886,0.0005919532,0.0005534127,0.007865618,0.00009507152,0.0007175967],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0482265,"threshold_uncertainty_score":0.1063221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1991562984189573,"score_gpt":0.4142759695872251,"score_spread":0.2151196711682677,"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."}}