{"id":"W2004880138","doi":"10.14430/arctic4439","title":"How Arctic Marine Birds Help Researchers Study a Changing North","year":2014,"lang":"en","type":"article","venue":"ARCTIC","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Arctic; The arctic; Geography; Oceanography; Fishery; Physical geography; Biology; Geology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0308701,0.0009024089,0.001148566,0.003064751,0.01157013,0.01230462,0.001921204,0.004667805,0.01040923],"category_scores_gemma":[0.03588371,0.0006242457,0.0009306853,0.002053891,0.01560307,0.01177361,0.007196551,0.004989014,0.003412987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004156887,"about_ca_system_score_gemma":0.01645507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05861639,"about_ca_topic_score_gemma":0.1733095,"domain_scores_codex":[0.9836478,0.01232593,0.0003319801,0.0009949146,0.001610384,0.001089056],"domain_scores_gemma":[0.962086,0.01614171,0.001996697,0.003100382,0.006457353,0.01021776],"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":[0.0001500098,0.0003762379,0.05852155,0.001983925,0.0005379929,0.0008378284,0.1531988,0.0005468055,0.001162477,0.06209914,0.3679686,0.3526166],"study_design_scores_gemma":[0.00005727552,0.0001484249,0.0157959,0.00360864,0.0002176974,0.0003945585,0.1454048,0.0002599198,0.00033352,0.1234468,0.7102311,0.000101283],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.03488022,0.07875863,0.01395272,0.7002044,0.02158575,0.0001730241,0.0003440224,0.0003112914,0.14979],"genre_scores_gemma":[0.4638715,0.0986359,0.08860697,0.2667918,0.01222493,0.000746095,0.0004869715,0.0004654028,0.06817057],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05861639,"threshold_uncertainty_score":0.1632586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0894665032075399,"score_gpt":0.3885085168573401,"score_spread":0.2990420136498002,"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."}}