{"id":"W4401371375","doi":"10.1080/00220388.2024.2383435","title":"Hope and Its Distribution in Rural Tanzania","year":2024,"lang":"en","type":"article","venue":"The Journal of Development Studies","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Metabolomics Innovation Centre; University of Alberta","funders":"","keywords":"Religiosity; Tanzania; Construct (python library); Latent variable; Food security; Social psychology; Psychology; Variable (mathematics); Distribution (mathematics); Sociology; Econometrics; Geography; Economics; Socioeconomics; Mathematics; Statistics; Computer science; Agriculture","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":[0.0008068279,0.0001175895,0.0001625219,0.0007709119,0.0003602423,0.0005102864,0.0002058898,0.000134451,0.0009891923],"category_scores_gemma":[0.003624977,0.000115218,0.0001799592,0.0009488301,0.0004940317,0.0002982839,0.0008366143,0.0003846515,0.0001018667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000564931,"about_ca_system_score_gemma":0.0002519884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01808824,"about_ca_topic_score_gemma":0.02312606,"domain_scores_codex":[0.9997259,0.0001568679,0.00001176852,0.00003286512,0.00002209738,0.00005053233],"domain_scores_gemma":[0.9977146,0.001043333,0.0007520579,0.0001348699,0.0001777693,0.0001772784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001096795,0.00004842029,0.9883009,0.00002339653,0.00002760066,0.00009769571,0.003695342,0.0005732747,0.0002840285,0.0004591651,0.0003118318,0.006068617],"study_design_scores_gemma":[0.000005040319,0.00005119568,0.9945037,0.0000172375,0.000008731843,0.0000475636,0.00345986,0.001328021,0.00007544542,0.0002805619,0.0002176758,0.000004913391],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999638,0.00003000186,0.00007319367,0.0000421222,5.400149e-7,0.000002461787,0.0001029996,0.000001046807,0.0001095431],"genre_scores_gemma":[0.9997993,0.00001668942,0.00005502502,0.000004855702,6.658173e-7,0.000003699986,0.00006788789,4.050019e-7,0.0000515284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01808824,"threshold_uncertainty_score":0.03596592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02566899357239043,"score_gpt":0.3254653807313775,"score_spread":0.299796387158987,"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."}}