{"id":"W1491049421","doi":"10.5539/hes.v5n4p56","title":"Survey on the Assessment of the Current Actual Expenses Incurred by Students on the Meals and Accommodation within and around the Campuses: The Case of Tanzania Higher Education Students’ Loans Beneficiaries","year":2015,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Business Strategies and Management Research","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Dar es Salaam","keywords":"Tanzania; Allowance (engineering); Accommodation; Cost of living; Higher education; Business; Marketing; Socioeconomics; Economic growth; Economics; Psychology; Operations management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0008488881,0.0001548575,0.0001497847,0.001016807,0.0004439923,0.0005781201,0.0002380382,0.0002710778,0.00406306],"category_scores_gemma":[0.002291338,0.0001668501,0.0002206373,0.0008902509,0.0002538249,0.0004742101,0.0006189098,0.0005797799,0.0007405201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006459127,"about_ca_system_score_gemma":0.0007129299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007133432,"about_ca_topic_score_gemma":0.01225499,"domain_scores_codex":[0.9994181,0.0001510009,0.00008626875,0.00003598072,0.000149011,0.0001595881],"domain_scores_gemma":[0.9977302,0.0002711041,0.001111672,0.00004757232,0.000486634,0.0003528884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009141262,0.0001944042,0.949837,0.0002788615,0.00002141645,0.001095783,0.01286227,0.0001276452,0.001912081,0.0002571811,0.005365918,0.02795606],"study_design_scores_gemma":[0.00000234953,0.000193469,0.967246,0.00007074564,0.000007376373,0.0004173653,0.02622788,0.0001424207,0.0001905417,0.00002986887,0.005458894,0.00001313234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966664,0.00009232223,0.00008691932,0.0002642178,0.000007345392,0.00004721289,0.0006431276,0.00000458906,0.002187842],"genre_scores_gemma":[0.9951384,0.0003809565,0.0004145846,0.0001791488,0.00001687012,0.0001085061,0.0007612538,0.000003067332,0.002997217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007133432,"threshold_uncertainty_score":0.01418382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3408719428455605,"score_gpt":0.5195645864939379,"score_spread":0.1786926436483774,"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."}}