{"id":"W4224940342","doi":"10.18280/ijsdp.170211","title":"The Scale Assessment and Validation of Microfinance Services and Household Socioeconomic Model: Using Parallel and Exploratory Factor Analyses","year":2022,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Microfinance and Financial Inclusion","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiti Malaysia Terengganu","keywords":"Microfinance; Socioeconomic status; Business; Exploratory factor analysis; Scale (ratio); Socioeconomic development; Coaching; Economic growth; Sustainable development; Economics; Marketing; Political science; Geography; Management; Sociology","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":[0.01522855,0.000589597,0.0005766999,0.002730458,0.0009963205,0.001433432,0.0006449524,0.0004427151,0.002396343],"category_scores_gemma":[0.03135529,0.0002466494,0.001367327,0.002702772,0.001188928,0.001468151,0.001631141,0.0007609537,0.0003043694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001204238,"about_ca_system_score_gemma":0.002928044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004347762,"about_ca_topic_score_gemma":0.005124312,"domain_scores_codex":[0.9933199,0.003090987,0.0007943492,0.0005608733,0.001856767,0.0003772295],"domain_scores_gemma":[0.9805422,0.01090029,0.00139716,0.002059684,0.004711229,0.0003893691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002450466,0.0007148104,0.7794687,0.0003198773,0.0003291105,0.0001626654,0.01378239,0.003367213,0.001770705,0.008319519,0.001824645,0.1896953],"study_design_scores_gemma":[0.0001130872,0.0009879592,0.9065468,0.0003022969,0.000191295,0.0001704544,0.02447715,0.04452192,0.003640705,0.01221785,0.006735097,0.00009547721],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9562235,0.00008602042,0.03328598,0.0002082796,0.00004534208,0.002215001,0.000713282,0.00007015174,0.007152386],"genre_scores_gemma":[0.9786285,0.00004708043,0.0188942,0.00001968304,0.000006715531,0.001628269,0.0003748959,0.000008968856,0.0003916248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01522855,"threshold_uncertainty_score":0.08053726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07024542212478498,"score_gpt":0.3009434684638286,"score_spread":0.2306980463390437,"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."}}