{"id":"W1542067681","doi":"10.1108/el-01-2014-0012","title":"Information needs of local domestic workers in the Arab Republic of Egypt","year":2015,"lang":"en","type":"article","venue":"The Electronic Library","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Snowball sampling; Focus group; Preference; Quarter (Canadian coin); Information needs; Information seeking; Perception; Psychology; Geography; Business; Marketing; Medicine; Economics; Computer science; Library science","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":[0.001019329,0.0002230175,0.0003244989,0.0006748446,0.002165115,0.001813528,0.0004205205,0.0007801541,0.004506215],"category_scores_gemma":[0.002035784,0.0002170352,0.000143907,0.000895521,0.0007536181,0.001009245,0.001040621,0.0004620562,0.0005290025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001199375,"about_ca_system_score_gemma":0.001543216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01484699,"about_ca_topic_score_gemma":0.01780192,"domain_scores_codex":[0.9994239,0.0002237022,0.00004493295,0.00003534805,0.000076243,0.0001959766],"domain_scores_gemma":[0.9987062,0.0004854045,0.0002488935,0.00004243557,0.0002137568,0.0003032258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002736156,0.0003260742,0.2157489,0.001518442,0.00003757419,0.007109188,0.7004578,0.0001284765,0.004461852,0.0009555536,0.004079866,0.06490276],"study_design_scores_gemma":[0.000007912488,0.000136844,0.05845793,0.0001761831,0.000009097652,0.0006853346,0.931701,0.00005885198,0.0001953475,0.00009877684,0.008458794,0.00001398904],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975734,0.0003132572,0.00002977532,0.0006164196,0.000005125631,0.00001760365,0.00005850984,0.000003584572,0.001382288],"genre_scores_gemma":[0.9961523,0.0009795193,0.0001574774,0.0004339953,0.000008732,0.00003215301,0.00007947366,0.000003014204,0.002153342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01484699,"threshold_uncertainty_score":0.02952111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01036331035586856,"score_gpt":0.2508387748201098,"score_spread":0.2404754644642412,"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."}}