{"id":"W3208666514","doi":"10.7202/1081808ar","title":"Nunavut Urban Futures: Vernaculars, Informality and Tactics (Research Note)","year":2021,"lang":"en","type":"article","venue":"Études/Inuit/Studies","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Settlement (finance); Urbanism; Indigenous; Geography; Futures contract; Deindustrialization; Arctic; Urban planning; Spatial planning; Environmental planning; Architecture; Economic geography; Economic growth; Political science; Archaeology; Civil engineering; Ecology; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002410927,0.0003331439,0.000839365,0.0001282657,0.007788823,0.00002658791,0.0002551665,0.0003803933,0.0002276336],"category_scores_gemma":[0.002164155,0.0002785787,0.0001161509,0.0004403308,0.000448967,0.0001929048,0.00195597,0.00146789,0.0003253646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003607285,"about_ca_system_score_gemma":0.004553739,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002130035,"about_ca_topic_score_gemma":0.7551057,"domain_scores_codex":[0.9954959,0.0007237496,0.0007601209,0.00053626,0.0005755203,0.001908494],"domain_scores_gemma":[0.9951626,0.001724225,0.0002120601,0.000573677,0.002128125,0.0001993138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006217145,0.00009416283,0.01432307,0.001023349,0.0007640187,0.0001705635,0.9446613,0.000002857778,0.00007213902,0.0189316,0.0195662,0.0003285348],"study_design_scores_gemma":[0.000866923,0.0002067199,0.007655828,0.0001896595,0.00009633678,0.00001874102,0.9670133,0.00001254339,0.00003796849,0.001758638,0.02182101,0.0003223251],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803951,0.01189801,4.073194e-7,0.002400956,0.001693899,0.0008141033,0.00007642955,0.0001053435,0.002615706],"genre_scores_gemma":[0.9784949,0.01490536,0.0003457092,0.002167288,0.001099646,0.000250364,0.00001399889,0.00004096142,0.002681796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7529756,"threshold_uncertainty_score":0.9999666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1617006656805892,"score_gpt":0.496627800937301,"score_spread":0.3349271352567118,"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."}}