{"id":"W3048693642","doi":"","title":"Striving Towards Symbiosis: Addressing Sustainability of Global Health Placements","year":2020,"lang":"en","type":"article","venue":"Global Health: Annual Review","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Sustainability; Symbiosis; Business; Global health; Environmental resource management; Environmental planning; Process management; Public health; Medicine; Geography; Nursing; Economics; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003429108,0.0004518456,0.001807479,0.00003703028,0.0004001244,0.00007412527,0.0006772958,0.000146997,0.0001222618],"category_scores_gemma":[0.003990604,0.0004097983,0.0003012842,0.001984781,0.0001516628,0.0007912361,0.0006534301,0.0002858072,0.0001117229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001899213,"about_ca_system_score_gemma":0.002843415,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0405115,"about_ca_topic_score_gemma":0.000416028,"domain_scores_codex":[0.9942333,0.0003697643,0.002270195,0.0007562469,0.0006331932,0.001737332],"domain_scores_gemma":[0.9965508,0.00005899464,0.001684606,0.0004861192,0.0008062337,0.0004132648],"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":[0.00005814372,0.0001435817,0.01021551,0.05650692,0.00004097583,0.000003350591,0.00006554663,0.00005188489,3.424786e-8,0.05337075,0.7144973,0.165046],"study_design_scores_gemma":[0.0006337533,0.0002416588,0.01964774,0.004185243,0.00004658265,0.000007566486,0.001123867,0.0005993004,3.807296e-8,0.003515279,0.9696509,0.0003480962],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005694253,0.1708761,0.001182682,0.808324,0.0009070398,0.00302927,0.0008506483,0.0003529307,0.008783133],"genre_scores_gemma":[0.3956039,0.01802658,0.000264931,0.5848064,0.001094269,0.0000507682,0.0001228361,0.00002388885,0.000006432343],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3899096,"threshold_uncertainty_score":0.9998354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06318824384890467,"score_gpt":0.4160056434550231,"score_spread":0.3528173996061185,"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."}}