{"id":"W3201661821","doi":"10.1002/ecy.3542","title":"Activity density at a continental scale: What drives invertebrate biomass moving across the soil surface?","year":2021,"lang":"en","type":"article","venue":"Ecology","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Division of Environmental Biology; Natural Sciences and Engineering Research Council of Canada","keywords":"Ecology; Abundance (ecology); Biomass (ecology); Habitat; Invertebrate; Environmental science; Primary production; Ecosystem; Shrubland; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003367291,0.0001734278,0.0002213757,0.0006834763,0.0002244744,0.0009376063,0.0002238676,0.0003125288,0.001293526],"category_scores_gemma":[0.001434944,0.0001983604,0.0003117574,0.0007822064,0.0003937586,0.0004968009,0.00037559,0.0002222326,0.0001902598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002533353,"about_ca_system_score_gemma":0.0001043958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01220065,"about_ca_topic_score_gemma":0.01734411,"domain_scores_codex":[0.9998846,0.00003068636,0.000008727931,0.0000440851,0.0000121009,0.00001973917],"domain_scores_gemma":[0.999364,0.0001992235,0.0002253863,0.00005112786,0.00007616257,0.00008422247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001741384,0.00001001467,0.9924766,0.00001597809,0.0000778763,0.00003540201,0.000116972,0.0006366874,0.001761932,0.0001565945,0.0001117719,0.00458263],"study_design_scores_gemma":[7.236605e-7,0.000006555568,0.9973354,0.000004319511,0.0000129535,0.00003350648,0.0001240511,0.00214174,0.0001034447,0.00008078538,0.000153497,0.000003114151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978751,0.0002939523,0.0006913103,0.00007372836,0.000003787822,0.000004321095,0.000211842,0.00001082399,0.0008351476],"genre_scores_gemma":[0.9995572,0.00008798912,0.0001324842,0.00001369182,0.000003709263,0.000001488481,0.0001112081,0.000003723276,0.00008855846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01220065,"threshold_uncertainty_score":0.02425927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01604669467678841,"score_gpt":0.2458748727810316,"score_spread":0.2298281781042432,"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."}}