{"id":"W1877122377","doi":"10.1139/cjz-2013-0076","title":"On the adaptive benefits of mammal migration","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Zoology","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":194,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Biology; Mammal; Predation; Ecology; Parasitism; Taxon","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001507582,0.00003743397,0.00006756354,0.00003886311,0.0000636589,0.00000393593,0.0001285168,0.0000540804,0.004470041],"category_scores_gemma":[0.0001034076,0.00002574601,0.00002599466,0.00006381967,0.0001661127,0.00008846581,0.000005475368,0.0001038506,0.0002133236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005979355,"about_ca_system_score_gemma":0.00007835174,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.00880358,"about_ca_topic_score_gemma":0.1566322,"domain_scores_codex":[0.9995943,0.00006415637,0.0001419804,0.00004303237,0.00004854855,0.000107923],"domain_scores_gemma":[0.9995753,0.0001152811,0.0001342542,0.00006123498,0.00002489926,0.00008905256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001316145,0.000008376996,0.9652088,3.910945e-7,0.00001389514,0.000005750357,0.00033326,0.001521166,0.000120179,0.0081583,0.02155758,0.003059165],"study_design_scores_gemma":[0.0000716748,0.0002231968,0.9943382,0.00000398876,0.000005547249,0.00003010098,0.00009566478,0.0001125953,0.0001096902,0.00473952,0.0002444155,0.00002546201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886562,0.00002266483,0.00003705529,0.008819181,0.0001497952,0.00005552697,0.000001536633,5.900991e-7,0.002257451],"genre_scores_gemma":[0.9980723,0.000002360592,0.0000855805,0.001622192,0.0000275178,0.000002137177,3.792017e-7,0.000002108309,0.0001853891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1478286,"threshold_uncertainty_score":0.9977969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01225131659694386,"score_gpt":0.175000040112568,"score_spread":0.1627487235156241,"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."}}