{"id":"W4413654021","doi":"10.64628/aam.3mw6xs5k4","title":"As a water crisis looms in Cape Town, could it happen in Canada?","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Cape; Geography; Political science; Economic history; History; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007249677,0.0002896898,0.0003073531,0.0006839135,0.01017421,0.005762768,0.001268312,0.002916361,0.0118596],"category_scores_gemma":[0.005401379,0.0002568523,0.0003164752,0.001705818,0.003170435,0.002275863,0.001739904,0.003701639,0.0005013102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06522528,"about_ca_system_score_gemma":0.1244014,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9969952,"about_ca_topic_score_gemma":0.999045,"domain_scores_codex":[0.9988004,0.00009904152,0.00001821971,0.00009799704,0.0002394241,0.0007449241],"domain_scores_gemma":[0.9976329,0.0002106979,0.0001751154,0.00005773524,0.0008489345,0.00107473],"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":[0.0005178089,0.0001937267,0.2646562,0.0006521794,0.0002026781,0.01125602,0.04892341,0.00597685,0.002200794,0.1087558,0.4501826,0.1064819],"study_design_scores_gemma":[0.0000605398,0.00006253443,0.3429523,0.0006505852,0.00009704402,0.0006155914,0.2434076,0.004955059,0.001046146,0.01752916,0.388373,0.0002505247],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5372182,0.002900433,0.001087736,0.3411061,0.001080809,0.0001080279,0.003232697,0.0001082168,0.1131578],"genre_scores_gemma":[0.9456807,0.001940215,0.0009219165,0.007794232,0.00009301637,0.00002395579,0.0005220764,0.00006302282,0.04296089],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.06522528,"threshold_uncertainty_score":0.4732447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01073336611162527,"score_gpt":0.2414759565910264,"score_spread":0.2307425904794012,"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."}}