{"id":"W858677298","doi":"","title":"The Automaticity and Mean Stylus Pressure Profile of Handwriting in Adults with ADHD","year":2014,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Writing and Handwriting Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Automaticity; Stylus; Handwriting; Psychology; Mathematics; Computer science; Artificial intelligence; Neuroscience; Computer vision","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":[0.002333499,0.000103476,0.0002136581,0.0001083623,0.001044115,0.00004579049,0.0003362453,0.0001260366,0.00004589724],"category_scores_gemma":[0.0005068175,0.00009829404,0.00004365719,0.0003290187,0.0006106424,0.0003697282,0.00008665649,0.0002464121,0.000004059413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004553122,"about_ca_system_score_gemma":0.0001269791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002101463,"about_ca_topic_score_gemma":0.01392788,"domain_scores_codex":[0.9983749,0.0004989122,0.0001666914,0.0002431971,0.0004197744,0.0002964907],"domain_scores_gemma":[0.9987431,0.0004777148,0.0002585585,0.0002088052,0.0002061371,0.0001057492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006693705,0.0002518309,0.7078151,0.000676025,0.00009437099,0.000005294942,0.2495559,0.00003220347,0.001026206,0.01723085,0.000254533,0.02238832],"study_design_scores_gemma":[0.002514212,0.0002584032,0.7801374,0.00155252,0.00009615075,0.000004255096,0.2088743,0.0005889699,0.0008384457,0.001289277,0.003502935,0.0003431122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877042,0.0001365357,0.00002242009,0.001068027,0.0000421718,0.0002551014,0.00001041093,0.00004175812,0.01071941],"genre_scores_gemma":[0.997678,0.00002877393,0.0009574142,0.00001274454,0.00007315863,8.492351e-7,0.000004323833,0.000008761364,0.001235938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07232231,"threshold_uncertainty_score":0.803059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01304425914259114,"score_gpt":0.2417710345616076,"score_spread":0.2287267754190165,"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."}}