{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003058955,0.0001659984,0.0000730047,0.001687081,0.0006430871,0.0004691444,0.0002183338,0.0001774342,0.001935478],"category_scores_gemma":[0.0004607877,0.0001569707,0.000117522,0.001805708,0.0003348333,0.0004686404,0.0004277269,0.0003475036,0.0004127743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003786311,"about_ca_system_score_gemma":0.0004968368,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09977216,"about_ca_topic_score_gemma":0.3135347,"domain_scores_codex":[0.9998471,0.0000330562,0.00001675466,0.0000387507,0.00003371178,0.0000305478],"domain_scores_gemma":[0.9992793,0.0001058308,0.0002877258,0.00005165586,0.0001933124,0.00008224723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004782622,0.00003525001,0.9356574,0.000201678,0.00005351335,0.0006599581,0.008054559,0.00007805543,0.001628028,0.0004532893,0.01160899,0.04152131],"study_design_scores_gemma":[2.811817e-7,0.00002501605,0.9705081,0.00008500012,0.00001357119,0.0003748072,0.00216849,0.00003187553,0.0002408563,0.00002005723,0.02652672,0.00000523014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715517,0.007168254,0.0004623684,0.0003801921,0.00008660578,0.00002438301,0.008723275,0.00004161891,0.01156169],"genre_scores_gemma":[0.9748827,0.01007513,0.0008286777,0.0004987266,0.00007507445,0.00005185043,0.006923255,0.00002517818,0.006639472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9002278,"threshold_uncertainty_score":0.1983829,"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."}}