{"id":"W1525269987","doi":"","title":"The Numerical and Literary Six-Year Old, 125 IQ Dyslexic Explores IT and Opens Up New Avenues of Thought and Areas of Practical Experience for In-Service Education in a Bi-Lingual Environment","year":2002,"lang":"en","type":"article","venue":"Society for Information Technology & Teacher Education International Conference","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trinity College","funders":"","keywords":"Service (business); Sociology; Linguistics; Mathematics education; Psychology; History; Multimedia; Pedagogy; Computer science; Philosophy; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002434344,0.0001161549,0.0001459878,0.0001333104,0.00006961192,0.00004306695,0.0001930599,0.00016702,0.0001505043],"category_scores_gemma":[0.0001981345,0.0001005896,0.0000388802,0.0001657694,0.0002164287,0.0004518169,0.0000600215,0.0001821089,0.000004115934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005370762,"about_ca_system_score_gemma":0.0001790789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006353368,"about_ca_topic_score_gemma":0.000009074174,"domain_scores_codex":[0.9990045,0.00003180888,0.0004866951,0.0002019466,0.0001354984,0.0001395122],"domain_scores_gemma":[0.9990382,0.0002650482,0.0003131085,0.0001499096,0.000188151,0.00004563034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002302773,0.001248454,0.2109213,0.0001095345,0.0001033065,5.86486e-8,0.09842335,0.000001735456,0.0001766668,0.4084177,0.01136634,0.2690012],"study_design_scores_gemma":[0.003486394,0.0005382879,0.4440654,0.0003412363,0.00005677143,0.00005310352,0.2689167,0.001756255,0.0005396241,0.09852947,0.1811792,0.0005375699],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672418,0.0007166822,0.001578139,0.02777938,0.0005524354,0.0007429291,0.00003019013,0.0000157687,0.001342695],"genre_scores_gemma":[0.9890507,0.0004976801,0.007685822,0.0006708777,0.00005886959,0.0006604961,0.00007058663,0.000005929557,0.001298962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3098882,"threshold_uncertainty_score":0.4101927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0661653030717341,"score_gpt":0.3994989019344045,"score_spread":0.3333335988626703,"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."}}