{"id":"W4313645789","doi":"10.4324/9781003403432-31","title":"■ The Scale of the Problem","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"HIV/AIDS Impact and Responses","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Third world; Quarter (Canadian coin); Geography; Scale (ratio); Economic growth; Demography; Socioeconomics; Medicine; Development economics; Sociology; Cartography; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001984686,0.0004577512,0.0003972531,0.0008076998,0.002278502,0.008047068,0.0008956238,0.002273915,0.03195437],"category_scores_gemma":[0.005132575,0.000224696,0.0003200397,0.001072507,0.0048196,0.006887805,0.003009994,0.006053559,0.005752011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003357201,"about_ca_system_score_gemma":0.005019778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006157965,"about_ca_topic_score_gemma":0.004914267,"domain_scores_codex":[0.9985947,0.0004327101,0.00003118855,0.0001562409,0.000614684,0.0001703598],"domain_scores_gemma":[0.997558,0.001304943,0.0001010027,0.0001902334,0.0005184621,0.0003273413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001686433,0.00002242009,0.0005296916,0.000153907,0.000005769753,0.0001086248,0.0006620652,0.0002933543,0.0001196131,0.5937566,0.3354314,0.06889969],"study_design_scores_gemma":[0.00000418753,0.00000998514,0.0007101512,0.0004193656,0.000002407704,0.0001923846,0.001584252,0.0002257179,0.00005348773,0.1503993,0.8463914,0.000007446541],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004550178,0.03893474,0.005566898,0.3287856,0.007578937,0.00005317312,0.0002815698,0.0001198532,0.6141291],"genre_scores_gemma":[0.2103273,0.1018371,0.009742403,0.1134875,0.01667993,0.0002582829,0.000528778,0.0004045418,0.5467342],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03195437,"threshold_uncertainty_score":0.1068981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03574555493003573,"score_gpt":0.2114810916804238,"score_spread":0.1757355367503881,"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."}}