{"id":"W4389916324","doi":"10.29228/iedres.70621","title":"A BIBLIOMETRIC ANALYSIS OF STUDIES ON DIMENSIONALITY IN EDUCATION AND PSYCHOLOGY","year":2023,"lang":"en","type":"article","venue":"Uluslararası İnovatif Eğitim Araştırmacısı","topic":"Education Practices and Challenges","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.01307549,0.0006921877,0.001885727,0.1490214,0.001628907,0.006399132,0.0008576968,0.0007412424,0.004664491],"category_scores_gemma":[0.09319553,0.0003227801,0.002579089,0.2019107,0.001035721,0.005063214,0.003256716,0.0006626399,0.0007881322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002813251,"about_ca_system_score_gemma":0.003891492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004092935,"about_ca_topic_score_gemma":0.004061304,"domain_scores_codex":[0.981075,0.004772443,0.003899262,0.001294363,0.008373319,0.0005856838],"domain_scores_gemma":[0.9058755,0.05714768,0.01605504,0.004202437,0.01548382,0.001235537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003158827,0.0001909863,0.6946221,0.01133205,0.002852458,0.0006005424,0.005452335,0.002366783,0.001605801,0.01405786,0.01614731,0.2504558],"study_design_scores_gemma":[0.00005954957,0.0002077969,0.9185248,0.002217722,0.001456247,0.00098618,0.007211652,0.00549545,0.001117066,0.008077765,0.05451535,0.0001304242],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8111535,0.04381751,0.01399031,0.003133504,0.0003772841,0.001486885,0.04574347,0.0006248876,0.07967257],"genre_scores_gemma":[0.9605093,0.01294305,0.01010855,0.0001323641,0.0004006482,0.001060378,0.01284848,0.00008872369,0.001908542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8509786,"threshold_uncertainty_score":0.06915063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1863326651180121,"score_gpt":0.4401180052497133,"score_spread":0.2537853401317012,"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."}}