{"id":"W1987591071","doi":"10.1080/00094056.2006.10522822","title":"Thinking Positively: How Some Characteristics of ADHD Can Be Adaptive and Accepted in the Classroom","year":2006,"lang":"en","type":"article","venue":"Childhood Education","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Psychology; Developmental psychology; Adaptive functioning; Early childhood education; Cognitive psychology","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":[0.0001492242,0.0001054312,0.0001787399,0.0001223304,0.00006508412,0.00003300943,0.00006676221,0.00006625967,0.0000224729],"category_scores_gemma":[0.00009994661,0.00008517938,0.00003589795,0.0001844418,0.00005187775,0.0001616279,0.00001837564,0.0001944414,0.000001559934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005623254,"about_ca_system_score_gemma":0.0002437735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001937095,"about_ca_topic_score_gemma":0.00003034022,"domain_scores_codex":[0.9992704,0.00007013614,0.000162021,0.0001675042,0.0002062567,0.0001236137],"domain_scores_gemma":[0.9994792,0.00007983568,0.0001495419,0.0001649554,0.00009997484,0.00002643124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000139908,0.007045596,0.8410437,0.0001637162,0.0001443227,0.00000972827,0.05714117,0.000004134309,0.01156114,0.01602191,0.003480122,0.06324456],"study_design_scores_gemma":[0.0004420828,0.00007385727,0.9816654,0.0000955272,0.000059535,0.0000316355,0.01650631,0.00001404154,0.0001896285,0.0007103946,0.0001328901,0.00007873492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819193,0.0002103759,0.00005762748,0.01631224,0.0001030282,0.000417284,0.00001795647,0.00001604477,0.0009461723],"genre_scores_gemma":[0.9981202,0.00002213875,0.0002554409,0.0009582991,0.0002682647,0.00002458512,0.0001898661,0.00001451357,0.0001466291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1406217,"threshold_uncertainty_score":0.3473514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02582933878706403,"score_gpt":0.2864463010472512,"score_spread":0.2606169622601872,"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."}}