{"id":"W3040023963","doi":"10.14430/arctic70428","title":"Long-term, Harvest-based Monitoring of Ringed Seal Body Condition and Reproduction in Canada’s Western Arctic: An Update through 2019 + Supplementary Appendix 1 (See Article Tools)","year":2020,"lang":"en","type":"article","venue":"ARCTIC","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Alberta Environment and Protected Areas; Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada; Fisheries Joint Management Committee","keywords":"Blubber; Arctic; Sea ice; Sculpin; Fur seal; Biology; Marine mammal; Foraging; Oceanography; Ecology; Environmental science; Fishery; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.003113747,0.0007717884,0.0006009666,0.005339218,0.001098425,0.001298807,0.00197282,0.0005600893,0.005210374],"category_scores_gemma":[0.005766099,0.000478443,0.0005646532,0.007431031,0.0003172235,0.0007978597,0.0008698982,0.0006590739,0.001335962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008292943,"about_ca_system_score_gemma":0.01908716,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9604458,"about_ca_topic_score_gemma":0.9817855,"domain_scores_codex":[0.9986069,0.00008373403,0.0001653975,0.0002218555,0.0007554867,0.0001667184],"domain_scores_gemma":[0.9789106,0.000738015,0.001184916,0.0005234962,0.01756855,0.001074338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002710325,0.00008535943,0.4807659,0.00255965,0.0003627311,0.0001687096,0.0006687405,0.0006242353,0.00102768,0.0003876052,0.3402019,0.1728764],"study_design_scores_gemma":[0.00002737878,0.00003726854,0.8890325,0.001253603,0.0001388403,0.0001435738,0.0002741616,0.0004576973,0.0003864186,0.00006542616,0.1081401,0.00004292836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.05968431,0.02560169,0.003018781,0.001536838,0.0007661615,0.0004652392,0.8922786,0.0007865829,0.01586175],"genre_scores_gemma":[0.2001815,0.03131446,0.01739639,0.001475743,0.0005070682,0.001145265,0.7331827,0.0002681865,0.01452873],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03955418,"threshold_uncertainty_score":0.07957417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01977323566194443,"score_gpt":0.2390195275765632,"score_spread":0.2192462919146188,"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."}}