{"id":"W3119696620","doi":"10.3389/feduc.2020.609451","title":"Teacher Practices, Peer Dynamics, and Academic Enablers: A Pilot Study Exploring Direct and Indirect Effects Among Children at Risk for ADHD and Their Classmates","year":2021,"lang":"en","type":"article","venue":"Frontiers in Education","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Institute of Education Sciences; National Center for Special Education Research, Institute of Education Sciences; U.S. Department of Education","keywords":"Psychology; Developmental psychology; Attention deficit hyperactivity disorder; Affect (linguistics); Clinical 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":[0.0005729528,0.0001856748,0.0003468059,0.0001985878,0.0001420471,0.00005153145,0.00003606129,0.00008515157,0.000006308035],"category_scores_gemma":[0.00228068,0.000173444,0.00002253427,0.0001801138,0.0000666456,0.0004997251,0.00006794113,0.0003631688,5.951925e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002283553,"about_ca_system_score_gemma":0.00010705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003143605,"about_ca_topic_score_gemma":0.0003650817,"domain_scores_codex":[0.9987536,0.0002277631,0.0002023025,0.0004730134,0.0001405218,0.0002028202],"domain_scores_gemma":[0.9990596,0.0003021525,0.0002627056,0.0001836854,0.00009610096,0.0000958263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001573236,0.0009011075,0.9637666,0.0001267258,0.000173281,0.000001053083,0.006438725,0.000001718852,0.0002254313,0.000001623836,0.001479162,0.0267273],"study_design_scores_gemma":[0.001677283,0.0004028214,0.9351308,0.000146476,0.0002850518,0.00002658699,0.06061153,0.0009880976,0.0002440045,0.00006906145,0.0002465934,0.0001716792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899286,0.006967568,0.0001901244,0.0006281154,0.0006186142,0.001478633,0.00001096842,0.00003948519,0.0001378652],"genre_scores_gemma":[0.9948676,0.001507393,0.001245023,0.00004719199,0.0001479153,0.000452129,0.0001119604,0.00003844411,0.001582311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05417281,"threshold_uncertainty_score":0.7072842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05342126499693676,"score_gpt":0.3259500972327168,"score_spread":0.2725288322357801,"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."}}