{"id":"W4405675655","doi":"10.24908/pceea.2024.18534","title":"Applying the Social Determinants of Health to Understand the Impacts of Engineering on Indigenous Communities","year":2024,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Indigenous; Social determinants of health; Environmental planning; Sociology; Geography; Ecology; Economic growth; Economics; Biology; Health care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000675919,0.0001024408,0.0001250949,0.0001212672,0.000289054,0.00004850198,0.000325,0.00004986404,0.00002237369],"category_scores_gemma":[0.0001393107,0.00007284498,0.00005135493,0.0004697359,0.00003750229,0.0001020662,0.00006075507,0.0001498284,0.00000488049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003088797,"about_ca_system_score_gemma":0.0002428132,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03233096,"about_ca_topic_score_gemma":0.005798208,"domain_scores_codex":[0.9991021,0.00000934084,0.0002441015,0.0000794287,0.0003025027,0.0002625527],"domain_scores_gemma":[0.9995787,0.00007778712,0.0001772193,0.00007590907,0.00002189206,0.00006850854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001420777,0.0001710165,0.4655837,0.001883756,0.0003001406,2.561341e-7,0.4138168,0.02669837,0.005125861,0.007250762,0.03702112,0.04213406],"study_design_scores_gemma":[0.00009781989,0.00004650277,0.9507796,0.0003422337,0.00002981468,0.000002430911,0.03032799,0.001708144,0.003475947,0.0002008182,0.01276503,0.0002236235],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958499,0.00006333134,0.000004986594,0.002641824,0.00026091,0.0005699311,0.00001240935,0.00001486875,0.0005818084],"genre_scores_gemma":[0.999253,0.00001136679,0.00005654054,0.0002730903,0.00003867471,0.00006357979,0.000001747345,0.00001798092,0.0002840587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.485196,"threshold_uncertainty_score":0.9741128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01176488848850693,"score_gpt":0.2383706058205826,"score_spread":0.2266057173320757,"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."}}