{"id":"W4285599949","doi":"10.15688/jvolsu2.2022.3.10","title":"The “Digital Generation” is Learning to Read: Linguistic Factors of Eye Movement Parameters of Russian Schoolchildren of the 1st – 3rd Grades","year":2022,"lang":"en","type":"article","venue":"Vestnik Volgogradskogo gosudarstvennogo universiteta Serija 2 Jazykoznanije","topic":"Foreign Language Teaching Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research University Higher School of Economics; Université de Sherbrooke","keywords":"Eye movement; Fixation (population genetics); Reading (process); Psychology; Eye tracking; Reading comprehension; Comprehension; Word recognition; Duration (music); Audiology; Computer science; Mathematics education; Linguistics; Artificial intelligence; Medicine; Art","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0002467609,0.0002134666,0.000154,0.0004362446,0.0001416017,0.0004107468,0.0001009878,0.0002485251,0.001389113],"category_scores_gemma":[0.001241911,0.0001498987,0.0001879072,0.0001719969,0.0002725701,0.0002099473,0.0002324666,0.0002371823,0.0002747353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001666515,"about_ca_system_score_gemma":0.0001205427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00282536,"about_ca_topic_score_gemma":0.003166303,"domain_scores_codex":[0.9998641,0.00002070957,0.00001405502,0.00004636064,0.0000296034,0.00002515901],"domain_scores_gemma":[0.999473,0.000150587,0.0002411578,0.00002905034,0.00005679291,0.00004941661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004342939,0.000372709,0.9344985,0.0000972801,0.00005807968,0.0004378181,0.005426402,0.000178691,0.03746077,0.0001371457,0.000179763,0.02071839],"study_design_scores_gemma":[0.000001990869,0.0001180746,0.9986299,0.000003154517,0.000007432394,0.0001128898,0.000388849,0.00004479235,0.0005441568,0.00001254301,0.000134244,0.000001985223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997352,0.00004487217,0.00002390183,0.00000452614,6.075931e-7,0.000001707002,0.00001487095,0.000001733908,0.0001726546],"genre_scores_gemma":[0.999451,0.00007157044,0.00007098396,0.000004491405,0.000001066265,0.00000470724,0.00005113582,0.000001848339,0.0003432902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00282536,"threshold_uncertainty_score":0.005617857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0198065082263698,"score_gpt":0.272661920115625,"score_spread":0.2528554118892552,"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."}}