{"id":"W7044217869","doi":"","title":"Women and water «wahala»: Picturing gendered waterscapes in Southwest Cameroon","year":2018,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre; McGill University","keywords":"Photovoice; Politics; Reflexivity; Materiality (auditing); Governmentality; Feminism; Sanitation; Subjectivity; Habitus; Intersectionality","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009946415,0.0006827138,0.0007171781,0.0003512738,0.001572013,0.0002649684,0.0006858974,0.00103933,0.0007261303],"category_scores_gemma":[0.0001836972,0.0005743806,0.0001512542,0.0002757118,0.0002138126,0.001194942,0.000150156,0.001101554,0.0002570282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001021435,"about_ca_system_score_gemma":0.00006801011,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006368652,"about_ca_topic_score_gemma":0.03927765,"domain_scores_codex":[0.9955097,0.0003485642,0.0007005712,0.001086113,0.0008613649,0.001493698],"domain_scores_gemma":[0.9986451,0.00005268489,0.0003091822,0.0004430815,0.0001551904,0.0003947124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002872725,0.0008614077,0.01372269,0.003357613,0.001720683,0.001002894,0.1182242,0.0000504195,0.3318929,0.04724845,0.0002359,0.4788102],"study_design_scores_gemma":[0.002987099,0.0003940589,0.04887972,0.001061511,0.0001677914,0.00001901883,0.05588586,0.000004005199,0.2302541,0.0941294,0.5624037,0.003813726],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9438704,0.0001266362,1.391476e-8,0.00003770566,0.001333442,0.0005102429,0.0002844443,0.0001405468,0.05369656],"genre_scores_gemma":[0.9866948,0.0003889267,0.000124742,0.0001977406,0.000250184,0.0001124636,0.0003617941,0.0001257562,0.01174363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5621678,"threshold_uncertainty_score":0.9997278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0133122171478906,"score_gpt":0.2358603419614024,"score_spread":0.2225481248135118,"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."}}