{"id":"W4381855224","doi":"10.4324/9781003443926-4","title":"Asset-Based Community Development and Integral Human Development","year":2023,"lang":"en","type":"book-chapter","venue":"Crossing boundaries","topic":"Microfinance and Financial Inclusion","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Development (topology); Asset (computer security); Business; Computer science; Mathematics; Computer security; Mathematical analysis","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0009923545,0.0004820149,0.0008068674,0.0003586779,0.01798903,0.00761655,0.0003486918,0.0005018468,0.0001177344],"category_scores_gemma":[0.00007034877,0.000577886,0.0001102141,0.00006894439,0.003926351,0.0001629295,0.0004814962,0.000934794,0.0005001597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004610275,"about_ca_system_score_gemma":0.00182856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005521711,"about_ca_topic_score_gemma":0.002324671,"domain_scores_codex":[0.9979218,0.00001107506,0.001049595,0.0005068544,0.00008532871,0.0004253437],"domain_scores_gemma":[0.9987009,0.00005889571,0.0006259167,0.0004626219,0.00007542159,0.00007624784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002598099,0.00005039007,0.001812602,0.000329901,0.00008323196,0.00002452838,0.01321128,0.00000136961,0.00002221779,0.9615319,0.002676645,0.02022992],"study_design_scores_gemma":[0.0003752581,0.0000442266,0.005921091,0.0004286169,0.00000688552,0.000002192041,0.00003433141,0.000007012493,0.0003877793,0.07363103,0.9185082,0.0006533214],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6461015,0.007195037,0.008903937,0.000405249,0.00275479,0.0009570228,0.0004926004,0.0007939884,0.3323959],"genre_scores_gemma":[0.2863752,0.00003050322,0.008597919,0.0007211149,0.0002447841,0.00005002931,0.001077133,0.0003064339,0.7025969],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9158316,"threshold_uncertainty_score":0.9996673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09583835081819146,"score_gpt":0.2678160404505077,"score_spread":0.1719776896323162,"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."}}