{"id":"W2407108186","doi":"10.5539/ies.v9n6p86","title":"Design Appropriate Models Based on Intelligent Dimension in Fars Education Organization","year":2016,"lang":"en","type":"article","venue":"International Education Studies","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"LISREL; Cronbach's alpha; Confirmatory factor analysis; Likert scale; Statistical population; Psychology; Mathematics education; Population; Structural equation modeling; Curriculum; Dimension (graph theory); Validity; Mathematics; Descriptive statistics; Statistics; Pedagogy; Psychometrics; Demography; 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":[0.004317969,0.001393003,0.0008789381,0.001931433,0.0008094458,0.00290028,0.001765768,0.001389688,0.01784855],"category_scores_gemma":[0.01124333,0.0006642203,0.002359417,0.001477896,0.0006528106,0.002513447,0.001522541,0.001460904,0.001826433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002152043,"about_ca_system_score_gemma":0.003588466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01000516,"about_ca_topic_score_gemma":0.01120152,"domain_scores_codex":[0.9973896,0.00168226,0.0001166654,0.0004502677,0.0001712407,0.0001900412],"domain_scores_gemma":[0.9952409,0.003407153,0.0004311337,0.0001714177,0.0005812842,0.0001681774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0009419043,0.002105867,0.2070434,0.001864833,0.001920545,0.000856399,0.006712018,0.3718092,0.001589304,0.1881064,0.01538904,0.201661],"study_design_scores_gemma":[0.0004392968,0.000975614,0.02511245,0.0007198931,0.001025647,0.0001533274,0.00490541,0.8687298,0.0007311667,0.07547066,0.02163879,0.00009795571],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3660094,0.00116608,0.5910854,0.003967557,0.0005776768,0.002741059,0.003251249,0.001248501,0.02995306],"genre_scores_gemma":[0.8253785,0.0007862611,0.1596227,0.0002280264,0.00009392932,0.00425544,0.001855456,0.00007679781,0.007702824],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01784855,"threshold_uncertainty_score":0.05970937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07821261717580542,"score_gpt":0.399313269040234,"score_spread":0.3211006518644285,"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."}}