{"id":"W2606578901","doi":"10.7717/peerj.3201","title":"Migratory orientation in a narrow avian hybrid zone","year":2017,"lang":"en","type":"article","venue":"PeerJ","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Orientation (vector space); Geography; Biology; Evolutionary biology; Geometry; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001247796,0.00005443991,0.00006412963,0.00001417559,0.0001965818,0.00001795452,0.0001865802,0.00003343855,0.00178683],"category_scores_gemma":[0.00003255203,0.00005347143,0.00002004684,0.00002164117,0.0001614202,0.0002185496,0.00006689815,0.00008137225,0.001580838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000702958,"about_ca_system_score_gemma":0.000005034856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002559832,"about_ca_topic_score_gemma":0.003024635,"domain_scores_codex":[0.9995033,0.00001738613,0.00007971744,0.0001609529,0.00009215389,0.0001465118],"domain_scores_gemma":[0.9996524,0.000007485415,0.00005336851,0.0002414435,0.000002228822,0.00004309188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005878509,0.0000495663,0.9899852,8.567683e-7,5.055586e-7,0.00004284744,0.0002158282,0.000008034203,0.001951724,0.000005681843,0.001549831,0.006184048],"study_design_scores_gemma":[0.0002340549,0.00002232554,0.9941412,0.000002117377,0.000004051669,0.00000589975,0.00003666567,0.00002415288,0.002796731,0.00009982244,0.002564273,0.00006874934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955165,0.00000853473,0.00002600671,0.0005016566,0.0001800055,0.00007978024,0.000003128826,0.00001384453,0.003670522],"genre_scores_gemma":[0.995013,0.000001082937,0.0002026527,0.0001420249,0.00002067387,0.0000163243,0.000004317634,0.000004532213,0.00459537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006115298,"threshold_uncertainty_score":0.9991965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01240899483247588,"score_gpt":0.2572168172686511,"score_spread":0.2448078224361752,"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."}}