{"id":"W2047767214","doi":"10.1017/s0032247409008262","title":"HUNTERS AT THE MARGIN: NATIVE PEOPLE AND WILDLIFE CONSERVATION IN THE NORTHWEST TERRITORIES. John Sandlos. 2007. Vancouver: UBC Press. xxiv + 333 p, illustrated, hard cover. ISBN 978–0-774813624. Can$85.00.","year":2009,"lang":"en","type":"article","venue":"Polar Record","topic":"American Environmental and Regional History","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wildlife; Cover (algebra); Margin (machine learning); Geography; Archaeology; Wildlife conservation; Ecology; Engineering; Biology; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002295985,0.0002588395,0.0002210271,0.00002601576,0.0004128863,0.00002924888,0.0003486233,0.00008566184,0.0005932096],"category_scores_gemma":[0.00002187226,0.000169192,0.00007347772,0.0001970122,0.001624493,0.000269479,0.0001318964,0.0002932759,0.00007142215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006368551,"about_ca_system_score_gemma":0.00002808446,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05135212,"about_ca_topic_score_gemma":0.09614243,"domain_scores_codex":[0.9983013,0.0001738094,0.0002764696,0.0004244068,0.0004665655,0.0003574548],"domain_scores_gemma":[0.9992767,0.0001132787,0.0001918098,0.0003039177,0.000006495458,0.000107826],"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":[0.0002432992,0.0002371845,0.4496354,0.00001147,0.00003346209,0.00003940924,0.006453396,0.000449519,0.0003202208,0.00002777224,0.5365365,0.006012419],"study_design_scores_gemma":[0.0003480596,0.0001760578,0.3726714,0.00001281909,0.0000167237,0.00002259476,0.001937518,0.0001308553,0.00002958701,0.00004334152,0.6244014,0.0002096175],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9628549,0.0008829989,0.00006136946,0.01413008,0.0008611,0.0008947286,0.0002989272,0.00004600907,0.0199699],"genre_scores_gemma":[0.9787357,0.001127494,0.0001519858,0.01297841,0.0001632755,0.00004424846,0.0001000475,0.00002450292,0.006674298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0878649,"threshold_uncertainty_score":0.954965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008632384045900861,"score_gpt":0.1934591983624176,"score_spread":0.1848268143165167,"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."}}