{"id":"W2496845198","doi":"10.7717/peerj.2957","title":"Demographic, ecological, and physiological responses of ringed seals to an abrupt decline in sea ice availability","year":2017,"lang":"en","type":"article","venue":"PeerJ","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada; Natural Sciences and Engineering Research Council of Canada; Nunavut Wildlife Management Board; ArcticNet","keywords":"Bay; Sea ice; North Atlantic oscillation; Arctic; Oceanography; Population; Environmental science; Climate change; Arctic oscillation; Arctic ice pack; Geography; Ecology; Climatology; Geology; Biology; The arctic; Demography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0004656425,0.00009606228,0.000165426,0.0002744926,0.0002461972,0.00035901,0.0001537452,0.0001856237,0.001176717],"category_scores_gemma":[0.001143968,0.00008960249,0.0001426599,0.0001879685,0.0002922408,0.0002846756,0.000304937,0.0002278303,0.0001748223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003033734,"about_ca_system_score_gemma":0.000315461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007581717,"about_ca_topic_score_gemma":0.01773323,"domain_scores_codex":[0.9998852,0.00002017818,0.000009431607,0.00003899433,0.00001904917,0.00002714132],"domain_scores_gemma":[0.9993187,0.00007471356,0.0002790973,0.00003745919,0.0001242226,0.0001656969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009802404,0.00003225884,0.9921454,0.0000161991,0.00002196663,0.0001305477,0.000558794,0.00009652889,0.003030981,0.00002583229,0.0001694201,0.003674006],"study_design_scores_gemma":[4.709827e-7,0.00003374675,0.9996023,0.000001601632,0.000001668438,0.00001709524,0.0001948204,0.00002827542,0.00004427529,0.00000588645,0.0000691781,6.72531e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996538,0.00005693074,0.00001912237,0.0000223877,0.000004315747,0.000002186724,0.00008276741,0.00000115099,0.0001572436],"genre_scores_gemma":[0.9993626,0.00009369234,0.00005434548,0.00002456774,0.00001087986,0.000006433392,0.0001890283,0.00000100592,0.0002574767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007581717,"threshold_uncertainty_score":0.01507515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07051616791220769,"score_gpt":0.3316457609928871,"score_spread":0.2611295930806794,"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."}}