{"id":"W2590101813","doi":"10.1111/jbi.12969","title":"Conceptual and analytical worldviews shape differences about global avian biogeography","year":2017,"lang":"en","type":"article","venue":"Journal of Biogeography","topic":"Evolution and Paleontology Studies","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ontario Museum","funders":"National Science Foundation","keywords":"Biogeography; Fossil Record; Paleontology; Ecology; Geography; Geology; Biology","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":[0.0004193128,0.0002015316,0.0004696946,0.0002655735,0.0007207179,0.0002063807,0.0004909161,0.0001113043,0.0005063359],"category_scores_gemma":[0.0001012259,0.0001368222,0.0003565616,0.0002598825,0.002008238,0.0003264922,0.00002827727,0.0002188659,0.00001900697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001865886,"about_ca_system_score_gemma":0.00002987086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005260516,"about_ca_topic_score_gemma":0.008356093,"domain_scores_codex":[0.9985504,0.0001042402,0.0004712503,0.0002122602,0.0003249788,0.0003368597],"domain_scores_gemma":[0.9986336,0.0001082536,0.0005939939,0.0002204172,0.0001382373,0.0003055107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006340828,0.00002230564,0.9795001,0.000004938638,0.0002028579,0.00004019826,0.00007978823,3.641022e-7,0.000001009195,0.0006282121,0.0006801762,0.01877671],"study_design_scores_gemma":[0.0005039214,0.0003247013,0.9876465,0.00004611157,0.0001076317,0.0001051509,0.0003688091,0.00009928978,9.350946e-7,0.001216403,0.009414785,0.000165757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9614368,0.02309765,0.00001873461,0.001347802,0.0007365703,0.00007261377,0.0001614136,0.0000131497,0.01311526],"genre_scores_gemma":[0.9956672,0.003300821,0.0004974311,0.0002980865,0.0002149175,2.545706e-7,0.000004741782,0.000001525109,0.00001503138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03423038,"threshold_uncertainty_score":0.7399436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03211606494721646,"score_gpt":0.2691357526086233,"score_spread":0.2370196876614068,"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."}}