{"id":"W4416943043","doi":"10.1080/1088937x.2025.2592134","title":"No room in the North: housing scarcity as infrastructure’s failed relations in the Arctic","year":2025,"lang":"en","type":"article","venue":"Polar Geography","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Research Council","keywords":"Scarcity; Framing (construction); Arctic; Sustainability; Corporate governance; Politics; Situated; Social relation; Dominance (genetics)","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001226384,0.000136306,0.0002064106,0.0003579776,0.003456755,0.00001864767,0.0003709327,0.0001589655,0.0001406317],"category_scores_gemma":[0.0003414203,0.00008304128,0.0001034666,0.001354475,0.0000810257,0.00006464836,0.0001429792,0.001196804,0.0001355592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001149051,"about_ca_system_score_gemma":0.0002104341,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03508041,"about_ca_topic_score_gemma":0.3292668,"domain_scores_codex":[0.9975396,0.000927089,0.0003926444,0.0002082027,0.0001536206,0.0007788677],"domain_scores_gemma":[0.9984912,0.0008877986,0.0001041829,0.0003811633,0.0001136826,0.00002202142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001654368,0.00004700948,0.9662893,0.00003941149,0.00002534345,0.000005157275,0.02982796,0.00004101271,7.252645e-7,0.002109234,0.001479243,0.0001189977],"study_design_scores_gemma":[0.0003480421,0.00003336589,0.9543219,0.00004328391,0.00002491937,6.137607e-7,0.0169452,0.00002768485,5.846734e-8,0.004630744,0.02354995,0.00007429176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658799,0.0004800293,0.0000297477,0.004980448,0.0005966875,0.001195262,0.00001738552,0.00002605403,0.02679448],"genre_scores_gemma":[0.9926508,0.0001001931,0.00008612503,0.006745555,0.000110433,0.0001995396,0.00002165673,0.000008148386,0.00007756087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2941864,"threshold_uncertainty_score":0.9978406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01291918628159798,"score_gpt":0.31540747258204,"score_spread":0.302488286300442,"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."}}