{"id":"W2114825894","doi":"10.1186/1471-2458-12-464","title":"The characteristics and experience of community food program users in arctic Canada: a case study from Iqaluit, Nunavut","year":2012,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada; ArcticNet","keywords":"Food security; Livelihood; Population; Context (archaeology); Arctic; Medicine; Geography; Socioeconomics; Economic growth; Environmental health; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003736138,0.0001298412,0.0003889009,0.00004476797,0.005049995,0.00001146437,0.0001977315,0.0000763236,0.00002115153],"category_scores_gemma":[0.0008598614,0.00009417593,0.00001618812,0.0002066278,0.0001157887,0.00008996155,0.000335729,0.000763829,0.000001639401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001069341,"about_ca_system_score_gemma":0.004398272,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.975619,"about_ca_topic_score_gemma":0.9992209,"domain_scores_codex":[0.9948686,0.002660046,0.0007249868,0.0001175203,0.0001666986,0.001462125],"domain_scores_gemma":[0.9969918,0.00172821,0.0003579224,0.000436699,0.0001605824,0.0003248564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009025467,0.0004387055,0.6810179,0.0001063515,0.00001489193,0.000003871965,0.3159584,2.262344e-8,6.987286e-8,0.00008208838,0.0001327214,0.002235916],"study_design_scores_gemma":[0.0003077361,0.0002928726,0.545922,0.00001044245,0.000002512751,0.00000894272,0.448544,0.000006126972,2.048863e-8,0.00000466298,0.004855454,0.00004522966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948055,0.0003681393,0.000006455501,0.001573485,0.0006099181,0.002469599,0.00006471315,0.00002231581,0.00007991726],"genre_scores_gemma":[0.9979865,0.00007317262,0.00009779972,0.0009520489,0.0001005925,0.0007476527,0.00001112509,0.00001384699,0.00001729317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1350959,"threshold_uncertainty_score":0.9962453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1521452223629956,"score_gpt":0.4201493297042958,"score_spread":0.2680041073413002,"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."}}