{"id":"W4402297390","doi":"10.1016/b978-0-443-15537-6.00015-x","title":"Advancing gender equity through water (SDG 5)","year":2024,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Global Institute for Water Security","funders":"","keywords":"Gender equity; Equity (law); Business; Political science; Economics; Demographic economics; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008401177,0.000463516,0.0002149084,0.000946561,0.001268669,0.004098216,0.000563789,0.002330527,0.06863371],"category_scores_gemma":[0.0008666385,0.0002033252,0.0002681004,0.00139462,0.001762478,0.00304897,0.002919958,0.001757963,0.01007201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00249227,"about_ca_system_score_gemma":0.003104005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006528135,"about_ca_topic_score_gemma":0.0224337,"domain_scores_codex":[0.9996371,0.0000872348,0.000009084761,0.00004566482,0.0001571384,0.00006366842],"domain_scores_gemma":[0.9997736,0.0000883956,0.0000123298,0.00002495694,0.00004914554,0.00005170587],"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":[0.000006986843,0.00002796708,0.0001243838,0.000189413,0.00000261894,0.00004366886,0.001340873,0.0001991307,0.0003094602,0.3972802,0.3103969,0.2900783],"study_design_scores_gemma":[0.000001264521,0.000005444161,0.0001941331,0.0002379444,0.000001263285,0.00002594389,0.0004272457,0.00005424242,0.0001308958,0.05446266,0.9444561,0.000002869465],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001106457,0.02478018,0.003961976,0.01517751,0.003132438,0.0000350779,0.000131332,0.0001179458,0.951557],"genre_scores_gemma":[0.02316502,0.01762162,0.003425065,0.00468746,0.0008786578,0.00008585545,0.000170765,0.0001612846,0.9498043],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06863371,"threshold_uncertainty_score":0.2296026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02802799567887288,"score_gpt":0.306561844165888,"score_spread":0.2785338484870151,"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."}}