{"id":"W2781077832","doi":"10.1098/rsos.171883","title":"Energyscapes and prey fields shape a North Atlantic seabird wintering hotspot under climate change","year":2018,"lang":"en","type":"article","venue":"Royal Society Open Science","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institut Polaire Français Paul Emile Victor","keywords":"Seabird; Calanus finmarchicus; Climate change; Predation; Ecology; Arctic; Apex predator; Context (archaeology); Geography; Environmental science; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004780601,0.0001580266,0.0001482871,0.00001196729,0.0008950844,0.000456169,0.001073603,0.00005945879,0.01262451],"category_scores_gemma":[0.0000179241,0.0001367165,0.00005896056,0.0004911827,0.00115944,0.0006379277,0.002606502,0.00009693918,0.0005599986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002574198,"about_ca_system_score_gemma":0.00001702639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001436583,"about_ca_topic_score_gemma":0.003937045,"domain_scores_codex":[0.9982211,0.00001845987,0.0001552175,0.0005886829,0.0004206627,0.0005958644],"domain_scores_gemma":[0.9993858,0.00002231801,0.00006965917,0.0002741044,0.00002828183,0.0002198169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000533695,0.0001988216,0.9563028,0.00004356423,0.00002196769,0.000006688691,0.01012276,0.0000564942,0.004434905,0.002096741,0.01449081,0.01217112],"study_design_scores_gemma":[0.0002873873,0.0001325361,0.9801176,0.00002347804,0.000009820709,0.000007737351,0.002442852,0.0107256,0.0004924921,0.00005389719,0.005415614,0.0002909789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844518,0.00002011381,0.00009181201,0.0007123539,0.0001564134,0.0002458398,0.00001741849,0.00006910707,0.01423513],"genre_scores_gemma":[0.9970323,0.0001358601,0.0002734891,0.002177446,0.00007434318,0.00003520439,0.000005906141,0.00001202659,0.0002533568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02381486,"threshold_uncertainty_score":0.9882781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03839809625842919,"score_gpt":0.2793150208423591,"score_spread":0.2409169245839299,"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."}}