{"id":"W7067982717","doi":"","title":"A new Genotyping-in-thousands by sequencing (GT-seq) assay for polar bears (Ursus maritimus): development, validation, and applications","year":2022,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ursus maritimus; Population; Biological dispersal; Polar; Microsatellite; Range (aeronautics); Genetic structure; Indigenous","routes":{"ca_aff":false,"ca_fund":false,"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":[0.003730246,0.001086223,0.0007549252,0.001195422,0.001591076,0.001622884,0.001415438,0.001450581,0.002146429],"category_scores_gemma":[0.003714566,0.0009861713,0.001329707,0.0009465619,0.001009173,0.000761077,0.00126873,0.002622503,0.001767663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001875465,"about_ca_system_score_gemma":0.003749303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03874284,"about_ca_topic_score_gemma":0.1337959,"domain_scores_codex":[0.9971444,0.0002499282,0.0001131364,0.0007322632,0.001541814,0.0002183941],"domain_scores_gemma":[0.9982304,0.0003696617,0.0002407195,0.0001563968,0.0008010284,0.0002018826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003963097,0.000193599,0.04709301,0.0008091906,0.0003149867,0.0002535697,0.001722544,0.005218206,0.8178852,0.003187867,0.01855879,0.1043667],"study_design_scores_gemma":[0.0001023625,0.00119251,0.1076767,0.0003574798,0.0005855708,0.0009931661,0.0009907963,0.03288763,0.6465544,0.002272027,0.2059842,0.0004031868],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3334327,0.0065789,0.5864416,0.004400445,0.00132242,0.003287832,0.03900342,0.008172558,0.01736008],"genre_scores_gemma":[0.1727353,0.005162816,0.7479956,0.003897666,0.0002751834,0.003666947,0.0405467,0.001458075,0.02426173],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03874284,"threshold_uncertainty_score":0.07703465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01348663875544479,"score_gpt":0.1875460892672921,"score_spread":0.1740594505118473,"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."}}