{"id":"W7133279127","doi":"","title":"Harvest advice for eastern Hudson Bay and James Bay beluga","year":2022,"lang":"en","type":"other","venue":"Federal Open Science Repository of Canada / Le Dépôt fédéral de science ouverte du Canada","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Nunavut Wildlife Management Board; Dalhousie University","keywords":"Beluga; Bay; Beluga Whale; Aerial survey; Population; Stock (firearms)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009001581,0.0004800652,0.0002863934,0.001192108,0.001271747,0.0005073028,0.000696514,0.0003830162,0.2867571],"category_scores_gemma":[0.001932534,0.0003134165,0.0002366826,0.0005693565,0.0002039234,0.0006050086,0.0006419512,0.0006250345,0.07716096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007771549,"about_ca_system_score_gemma":0.001273332,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06073545,"about_ca_topic_score_gemma":0.2487129,"domain_scores_codex":[0.9997523,0.00003550707,0.00002940558,0.00004318925,0.0000958668,0.00004375348],"domain_scores_gemma":[0.9988563,0.000102158,0.00006559461,0.0001028562,0.0006281334,0.0002449555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000809732,0.000100979,0.007132662,0.0001113315,0.000005011185,0.0002648707,0.0006647341,0.00004610234,0.002094026,0.0003975552,0.8223942,0.1667075],"study_design_scores_gemma":[0.00003248229,0.00009674447,0.0522923,0.0001613068,0.000008331114,0.0002645153,0.001416472,0.0001906187,0.0003499311,0.0002905517,0.9448791,0.00001781114],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1122662,0.005575437,0.02401604,0.02165161,0.008444466,0.004806169,0.04834665,0.01016379,0.7647297],"genre_scores_gemma":[0.06207682,0.002680595,0.04449258,0.005308659,0.0009781668,0.001453611,0.01735902,0.001445938,0.8642046],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9392645,"threshold_uncertainty_score":0.959298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009073208864321182,"score_gpt":0.2343114649593563,"score_spread":0.2252382560950352,"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."}}