{"id":"W2734972987","doi":"10.1007/s10113-017-1188-3","title":"Listening to Inuit and Naskapi peoples in the eastern Canadian Subarctic: a quantitative comparison of local observations with gridded climate data","year":2017,"lang":"en","type":"article","venue":"Regional Environmental Change","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Native Mental Health Association of Canada; Memorial University of Newfoundland; Université de Montréal","funders":"Bundesamt für Energie; Aboriginal Affairs and Northern Development Canada; Memorial University of Newfoundland","keywords":"Subarctic climate; Precipitation; Climatology; Snow; Environmental science; Subsistence agriculture; Climate change; Geography; Air temperature; Physical geography; Meteorology; Ecology; Agriculture","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":[0.0003419154,0.00009943602,0.0002045762,0.00005067771,0.002361608,0.000009049796,0.0003430588,0.00006050758,0.00002214554],"category_scores_gemma":[0.00002527396,0.00007130503,0.00001181025,0.00003330167,0.0002166422,0.0001388624,0.000404172,0.0001892025,0.00002692951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002221714,"about_ca_system_score_gemma":0.0001002624,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3067913,"about_ca_topic_score_gemma":0.9852397,"domain_scores_codex":[0.9988759,0.0001107862,0.0001992638,0.0002090035,0.0001395456,0.000465556],"domain_scores_gemma":[0.9991162,0.0002327312,0.0001647247,0.0003891208,0.00001028756,0.00008687925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007376679,0.00004079804,0.8053068,0.00004827792,0.0000153755,0.000006837728,0.1934311,0.000004843869,0.000006648329,0.0007160706,0.0001504325,0.0001990619],"study_design_scores_gemma":[0.000272002,0.0001675907,0.7539781,0.00008163641,0.00001360264,0.000003321696,0.2427376,0.0008527949,3.133222e-7,0.000009771948,0.001814183,0.00006906225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911902,0.0001923187,0.00002277019,0.007211873,0.00005303981,0.0007739962,0.0003656985,0.000002904063,0.0001871767],"genre_scores_gemma":[0.9978537,0.0001512942,0.0002831513,0.00133449,0.00006064688,0.0001453119,0.0001218264,0.00001088704,0.00003868274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6784485,"threshold_uncertainty_score":0.9989372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3199960041722846,"score_gpt":0.4157282520590745,"score_spread":0.09573224788678986,"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."}}