{"id":"W4393863158","doi":"10.1126/sciadv.adm6755","title":"The ratting of North America: A 350-year retrospective on <i>Rattus</i> species compositions and competition","year":2024,"lang":"en","type":"article","venue":"Science Advances","topic":"Animal Ecology and Behavior Studies","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université du Québec; Memorial University of Newfoundland; Parks Canada; Trent University","funders":"","keywords":"Competition (biology); Geography; Zoology; Biology; Ecology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0001513661,0.00006323724,0.00007672801,0.00002309,0.0009036629,0.00004266109,0.0001395612,0.000007989635,0.00006073483],"category_scores_gemma":[0.00003401516,0.00004016874,0.00001886758,0.0004931726,0.003916387,0.0003441479,0.000115623,0.00008711522,0.00006030126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006362602,"about_ca_system_score_gemma":0.000009097515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001235487,"about_ca_topic_score_gemma":0.0003326472,"domain_scores_codex":[0.9992887,0.00001576626,0.00009212403,0.00023108,0.0002124692,0.0001599005],"domain_scores_gemma":[0.9997325,0.000113765,0.00003871963,0.00007715189,0.00001116138,0.00002669867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003529608,0.00008758654,0.8918406,0.00001360162,0.000009592737,0.000009647196,0.001255203,0.000422693,0.05634241,0.02417185,0.000372966,0.02543855],"study_design_scores_gemma":[0.00003374253,0.0002375278,0.9881421,0.00002054007,0.000007516416,0.000002660287,0.0008868384,0.00004871787,0.003282081,0.0007611695,0.006511761,0.00006532571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888254,0.0002396496,0.00005831057,0.0006068632,0.0001664979,0.00008451696,0.00001854139,0.00002410754,0.009976095],"genre_scores_gemma":[0.9990812,0.0002392958,0.0003189211,0.00006113439,0.00001638878,0.000008766291,7.239144e-7,0.000002120431,0.0002714572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09630151,"threshold_uncertainty_score":0.9987944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007407399634775181,"score_gpt":0.2528750632787071,"score_spread":0.2454676636439319,"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."}}