{"id":"W4229484642","doi":"10.1111/jbi.13893","title":"Cover","year":2021,"lang":"en","type":"article","venue":"Journal of Biogeography","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Cover (algebra); Desert (philosophy); Archaeology; Quarter (Canadian coin); Habitat; Physical geography; Ecology; Geology; Biology; Engineering; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006285186,0.00004618493,0.00007051348,0.00005180497,0.00002954447,0.0000150684,0.00007613929,0.00006334174,0.0001535636],"category_scores_gemma":[0.00002178744,0.00004130643,0.0001814533,0.0001222864,0.00002457833,0.000002017637,0.00003088559,0.0000480353,0.000005901725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001201954,"about_ca_system_score_gemma":0.00003961342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.589844e-7,"about_ca_topic_score_gemma":0.000001042194,"domain_scores_codex":[0.9996158,0.00002455388,0.0001225663,0.00006357401,0.0001081893,0.00006531724],"domain_scores_gemma":[0.9995448,0.000002623288,0.00009950491,0.00009509995,0.0002065173,0.00005147748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001251635,0.00009048139,0.2632049,0.00001427995,0.0003760004,0.00008457663,0.00006708492,0.0002322006,0.6592624,0.0002157091,0.07200615,0.004321006],"study_design_scores_gemma":[0.0005495573,0.0001576406,0.1335282,0.000008116919,0.00004099275,0.0002630085,0.00008881244,7.915291e-7,0.1598021,0.0003563772,0.7051108,0.00009361318],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944116,0.001989123,0.0007394754,0.0002068057,0.000364286,0.0000127499,0.00001362629,0.00000115028,0.002261123],"genre_scores_gemma":[0.9967424,0.0002931531,0.001997455,0.0004488241,0.0002112372,6.531291e-8,0.00001826617,0.000003154132,0.0002854342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6331047,"threshold_uncertainty_score":0.1684427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006869046175365437,"score_gpt":0.2192229261051648,"score_spread":0.2123538799297993,"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."}}