{"id":"W4387873193","doi":"10.1016/j.socscimed.2023.116343","title":"'We are all women here in Canada': Intimate bargains in WASH spaces","year":2023,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University; Balsillie School of International Affairs; University of Waterloo","funders":"","keywords":"Gender studies; Sociology; Gender relations; Sanitation; Gender equity; Scholarship; Norwegian; Narrative; Embodied cognition; Feminism; Political science; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018364,0.0001267737,0.000285745,0.0002006584,0.0004258372,0.00004819288,0.000661562,0.00007387919,0.0002807464],"category_scores_gemma":[0.0005137105,0.0001043813,0.00001773644,0.003365867,0.001169244,0.0004057017,0.00008502765,0.0002462207,0.00001675517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002510959,"about_ca_system_score_gemma":0.002417424,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.858875,"about_ca_topic_score_gemma":0.9635894,"domain_scores_codex":[0.9970074,0.00009592965,0.0002525668,0.0003355469,0.001248429,0.001060171],"domain_scores_gemma":[0.9994408,0.0000546231,0.0001263668,0.0001100087,0.00006014094,0.0002080625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001162015,0.00001194994,0.4906791,0.00001980882,0.000003888705,0.0001315612,0.4731658,0.00003060523,0.0008790633,0.003940907,0.02344064,0.007685063],"study_design_scores_gemma":[0.0005420322,0.00002581177,0.6072564,0.0001423186,0.000002424057,4.04026e-7,0.3350027,0.00005304583,0.00005296176,0.00824069,0.048464,0.0002172281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9523094,0.0000660636,4.264028e-7,0.03008444,0.000644597,0.0001607386,0.000008517467,0.00004111595,0.01668469],"genre_scores_gemma":[0.9972458,0.0002670358,0.000003031387,0.001228773,0.0004702359,0.00001715182,0.00000222434,0.000007401866,0.0007583017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1381631,"threshold_uncertainty_score":0.6566071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01720450491309822,"score_gpt":0.2966205652526753,"score_spread":0.2794160603395771,"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."}}