{"id":"W2112438825","doi":"10.1098/rsbl.2011.0595","title":"Biodiversity: past, present and future","year":2011,"lang":"en","type":"article","venue":"Biology Letters","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Biodiversity Monitoring Institute; University of Calgary; University of Alberta","funders":"University of Calgary","keywords":"Biodiversity; Biology; Ecology; Environmental resource management","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005580259,0.00004862782,0.00005157472,0.00001243767,0.0001044855,0.000001352875,0.00005946464,0.00004517317,0.0004474939],"category_scores_gemma":[0.000001148992,0.00003986966,0.00001259691,0.00002794571,0.0003385019,0.00003375906,0.0001156038,0.00004333542,0.0002389822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001094358,"about_ca_system_score_gemma":4.93087e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004960512,"about_ca_topic_score_gemma":0.000024871,"domain_scores_codex":[0.999666,0.00003586954,0.00004147355,0.0001327185,0.00001641618,0.0001075314],"domain_scores_gemma":[0.9998834,0.00001603531,0.00002083894,0.00005555414,0.000001235829,0.0000229047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005829333,0.0000101822,0.9797273,7.607895e-7,0.00001432143,0.000003803498,0.0005376783,6.644837e-7,0.0008729914,0.0001791368,0.01730923,0.001338055],"study_design_scores_gemma":[0.0001039663,0.0000269551,0.9534296,2.238419e-7,0.000007398468,0.000003208611,0.00007405457,0.0000118922,0.00003920987,0.0002570083,0.04598813,0.00005839132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774005,0.00004490048,0.0001319867,0.01703011,0.0001996108,0.0000541399,0.000003435519,0.00001979289,0.005115489],"genre_scores_gemma":[0.9916628,0.00006682497,0.00120908,0.006791505,0.0001701667,0.000006415623,0.000005653405,0.000001931518,0.00008563604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02867889,"threshold_uncertainty_score":0.4899744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01296237199134862,"score_gpt":0.1936078863718256,"score_spread":0.180645514380477,"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."}}