{"id":"W2013847122","doi":"10.7557/3.2615","title":"Estimates of Minimum Population Size for Walrus near Southeast Baffin Island, Nunavut","year":2013,"lang":"en","type":"article","venue":"NAMMCO Scientific Publications","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"Natural Resources Canada; Nunavut Wildlife Research Trust; Pinngortitaleriffik","keywords":"Bay; Geography; Fishery; Stock assessment; Population; Cape; Arctic; Aerial survey; Oceanography; Archaeology; Demography; Biology; Cartography; Geology; Fishing","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":[0.0009983815,0.0002740915,0.0002943206,0.002478518,0.001426185,0.0006700794,0.001248143,0.000221459,0.002556546],"category_scores_gemma":[0.002362876,0.0003094097,0.0002143704,0.0009315654,0.0003668792,0.0004547817,0.0006067812,0.0004510085,0.0002876379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003751206,"about_ca_system_score_gemma":0.002012592,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8034617,"about_ca_topic_score_gemma":0.9285311,"domain_scores_codex":[0.9996091,0.00004328424,0.00002361773,0.0001166866,0.0001309709,0.00007640767],"domain_scores_gemma":[0.9984978,0.0001997562,0.0002439529,0.00005319772,0.0007937645,0.0002113652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006600425,0.0000200103,0.9821597,0.00004619375,0.00004644723,0.00008357935,0.001094603,0.0006008813,0.001874811,0.0002458132,0.001067113,0.01269495],"study_design_scores_gemma":[0.000004133881,0.00002538,0.9961153,0.00004320768,0.00001043672,0.00007072405,0.0007562057,0.001014862,0.0001844545,0.00009509059,0.001669243,0.00001099262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901999,0.0008667621,0.002172042,0.0001317686,0.00001726722,0.00005344468,0.002248473,0.00003757657,0.004272829],"genre_scores_gemma":[0.9878285,0.0004046714,0.005524072,0.00005300833,0.00001366794,0.0001143554,0.003701854,0.0000160207,0.002343838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1965383,"threshold_uncertainty_score":0.3953915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01826048666925404,"score_gpt":0.2508395929227109,"score_spread":0.2325791062534569,"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."}}