{"id":"W4381799203","doi":"10.32370/ia_2023_06_10","title":"Main Directions of Corrective and Developmental Work to Overcome Specific and Permanent Violations of Writing Skills in Dysgraphia of Younger School Age Children","year":2023,"lang":"en","type":"article","venue":"Intellectual Archive","topic":"Educational Methods and Teacher Development","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dysgraphia; Corrective feedback; Work (physics); Psychology; Reading (process); Developmental psychology; Mathematics education; Dyslexia; Linguistics; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003477047,0.00009663933,0.0001895923,0.0005783503,0.00005933276,0.00001589864,0.0001609398,0.00002154978,0.00001817901],"category_scores_gemma":[0.0003662531,0.00009600488,0.00002918422,0.001082793,0.000104196,0.00008559725,0.0002484974,0.000121235,0.000005232199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004933846,"about_ca_system_score_gemma":0.00009636646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001154617,"about_ca_topic_score_gemma":0.00004362862,"domain_scores_codex":[0.9990031,0.0001165605,0.000340113,0.0002442326,0.0001532209,0.0001428374],"domain_scores_gemma":[0.998388,0.001325477,0.00006971761,0.00009810091,0.00004310309,0.00007559011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005287335,0.0004028199,0.6279083,0.00003559234,0.0001523459,0.000005412967,0.2178841,0.00006349287,0.01185935,0.007002236,0.00109115,0.1335423],"study_design_scores_gemma":[0.000123875,0.00005159836,0.9922767,0.0001680288,0.000002844127,0.00001219221,0.001280379,0.00008372243,0.001875863,0.00394058,0.00008422187,0.00009995465],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835283,0.00008614251,0.01509755,0.0001130575,0.00009774145,0.0002486887,0.0000203899,0.00001619325,0.000791952],"genre_scores_gemma":[0.880367,0.0001282396,0.1193424,0.00002050557,0.00001183856,0.00002202204,0.000008184384,0.000005695101,0.00009415045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3643684,"threshold_uncertainty_score":0.3914965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02088414679958759,"score_gpt":0.2692443001322782,"score_spread":0.2483601533326906,"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."}}