{"id":"W4414643425","doi":"10.59271/s45864.025.2345.6","title":"The effect of working memory on morphological awareness among primary school students","year":2025,"lang":"en","type":"article","venue":"International Uni-Scientific Research Journal of Humanities and Social Sciences","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Working memory; Context (archaeology); Set (abstract data type); Reading (process); Sample (material); Pseudoword; Relation (database)","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.005799596,0.00009147442,0.0001511269,0.0006327235,0.003665644,0.001584713,0.001360938,0.00003524356,0.00004851895],"category_scores_gemma":[0.002342786,0.0000549266,0.00008613028,0.000798813,0.005758084,0.0003959523,0.0002619401,0.0004016271,0.00000359825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001209938,"about_ca_system_score_gemma":0.0003274639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001483203,"about_ca_topic_score_gemma":0.00001602262,"domain_scores_codex":[0.9958032,0.000856331,0.0003664964,0.0003023889,0.002393037,0.0002784914],"domain_scores_gemma":[0.9968989,0.002217477,0.0002590604,0.00008190743,0.0005004045,0.00004221366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001882578,0.001204711,0.4563971,0.0001281214,0.0001086624,0.0002121681,0.005999268,0.0001561517,0.2560056,0.1964417,0.02440257,0.05706129],"study_design_scores_gemma":[0.003337685,0.004558701,0.623754,0.00103183,0.00005259105,0.0001308448,0.03122801,0.0004335746,0.2223203,0.02167732,0.09090931,0.0005658594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9703373,0.00006126569,0.00002033263,0.001153495,0.003695335,0.0001608903,0.000003107388,0.000005923246,0.02456231],"genre_scores_gemma":[0.9911847,0.00007849542,0.000002994577,0.0002121888,0.0001682861,0.000009032037,4.61914e-7,0.000002653577,0.008341249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1747644,"threshold_uncertainty_score":0.9994518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1679172748952188,"score_gpt":0.4284688260402934,"score_spread":0.2605515511450746,"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."}}