{"id":"W4205113679","doi":"10.14430/arctic74053","title":"Recovery From Reduction: The M’Clintock Channel Polar Bear Subpopulation, Nunavut, Canada","year":2022,"lang":"en","type":"article","venue":"ARCTIC","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Nunavut","funders":"Nunavut Wildlife Management Board; Environment and Climate Change Canada; Government of Nunavut; World Wildlife Fund","keywords":"Mark and recapture; Abundance (ecology); Statistics; Population; Credible interval; Geography; Demography; Bayesian probability; Biology; Physical geography; Ecology; Mathematics","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":[0.0005223079,0.000182468,0.0001995578,0.0005455553,0.002211522,0.0006005,0.0007999094,0.0002166692,0.0008491409],"category_scores_gemma":[0.001011583,0.0001674115,0.0002090518,0.0008766965,0.0006020083,0.0003119915,0.0005666458,0.0004502035,0.0001145635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01064603,"about_ca_system_score_gemma":0.01468155,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9875101,"about_ca_topic_score_gemma":0.9969484,"domain_scores_codex":[0.9996089,0.00003008508,0.00001102467,0.0001042804,0.0001101615,0.0001354914],"domain_scores_gemma":[0.9993599,0.00003197772,0.00009725521,0.00005121003,0.0003328579,0.0001269029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008478259,0.00002545023,0.9838725,0.00001795906,0.00003883466,0.0002210264,0.002211836,0.0003866358,0.001149212,0.0001642367,0.001599167,0.01022843],"study_design_scores_gemma":[0.000004135998,0.00001666766,0.9953139,0.00001379222,0.00001309513,0.00006802898,0.002480558,0.0004031801,0.0001439294,0.00004249244,0.001492949,0.000007299576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973871,0.0001138421,0.0001980692,0.0001643011,0.000006444532,0.00002276793,0.0008227846,0.000007644579,0.001277101],"genre_scores_gemma":[0.9968071,0.0001236941,0.0004751818,0.000103913,0.00000420631,0.00001425379,0.001057047,0.000008708374,0.001405991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01248991,"threshold_uncertainty_score":0.07724273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01447799551764394,"score_gpt":0.20215047347488,"score_spread":0.187672477957236,"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."}}