{"id":"W4402235170","doi":"10.5802/crgeos.265","title":"Urban emergence in inuit territory: impacts on the Nunavik socio-ecosystem","year":2024,"lang":"en","type":"article","venue":"Comptes Rendus Géoscience","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; École de Technologie Supérieure","funders":"","keywords":"Ecosystem; Geography; Urban ecosystem; Environmental planning; Environmental resource management; Environmental protection; Environmental science; Ecology; Urban planning; Biology","routes":{"ca_aff":true,"ca_fund":false,"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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001539173,0.0001823176,0.00025118,0.0001339132,0.003070974,0.00003391503,0.0006054867,0.0001448881,0.002045295],"category_scores_gemma":[0.0002098024,0.0001146693,0.00006494976,0.0005738946,0.00016672,0.000103699,0.0003277615,0.0008546139,0.002655457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008087319,"about_ca_system_score_gemma":0.0007045146,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002363881,"about_ca_topic_score_gemma":0.02475771,"domain_scores_codex":[0.9972528,0.0003558364,0.0004253394,0.0004484017,0.0002778803,0.00123972],"domain_scores_gemma":[0.9984862,0.0008648189,0.00009417918,0.000388942,0.00006062643,0.0001052424],"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":[0.00002590387,0.0001406844,0.1992747,0.0004654347,0.0000346257,0.0001225966,0.2505604,0.00006549953,0.001053709,0.02015766,0.5253232,0.002775605],"study_design_scores_gemma":[0.0006983527,0.001086472,0.2914069,0.00309933,0.0000410332,0.00002493539,0.1745094,0.01687469,0.0001238078,0.002494238,0.5084152,0.001225598],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717602,0.002062315,0.00001628089,0.00628853,0.006259429,0.0008896239,0.00007192304,0.0001572181,0.01249453],"genre_scores_gemma":[0.996297,0.0002343632,0.00001522736,0.001113354,0.0004154812,0.0001741309,0.000001736548,0.00001711059,0.001731573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09213222,"threshold_uncertainty_score":0.998867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05763494143447546,"score_gpt":0.3703938788058476,"score_spread":0.3127589373713721,"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."}}