{"id":"W2107640435","doi":"10.14430/arctic286","title":"Making Sense of Contaminants: A Case Study of Arviat, Nunavut","year":2009,"lang":"en","type":"article","venue":"ARCTIC","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arctic; The arctic; Bay; Contamination; Environmental ethics; Geography; Environmental planning; Ecology; Archaeology; Oceanography; Biology; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.000432148,0.00008390522,0.0003348631,0.00006141033,0.0008309855,6.942843e-7,0.00005065471,0.00006837885,0.000113451],"category_scores_gemma":[0.0001417471,0.00007078751,0.00003625686,0.000116825,0.00002771229,0.00002506432,0.00007087443,0.0001974903,0.00003053389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008946529,"about_ca_system_score_gemma":0.00008761091,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0180333,"about_ca_topic_score_gemma":0.1322611,"domain_scores_codex":[0.9986329,0.000229387,0.0004611016,0.0001325904,0.00008568892,0.0004583363],"domain_scores_gemma":[0.9989451,0.0003108401,0.0002726369,0.0002328243,0.0002103697,0.00002822233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009990708,0.001237411,0.606046,0.0002995452,0.000121574,0.00241151,0.3877313,0.00001248006,0.0001344943,0.0005714392,0.0001596801,0.001174653],"study_design_scores_gemma":[0.002303377,0.002571855,0.3155684,0.0001796197,0.0001347741,0.0003690437,0.6781032,0.00005683999,0.00001261079,0.0002677505,0.0002924161,0.0001400998],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961082,0.00008295601,0.000006279752,0.0001448914,0.0002639938,0.0008513411,0.000004524138,0.00001473713,0.002523109],"genre_scores_gemma":[0.9992142,0.00001501027,0.00006036495,0.0004533658,0.00005569289,0.00002021567,5.355794e-7,0.00000772477,0.0001728983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2904776,"threshold_uncertainty_score":0.9885057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08626949400496071,"score_gpt":0.4321734623623807,"score_spread":0.34590396835742,"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."}}