{"id":"W2929160194","doi":"","title":"Executive functioning effects the development of writing skills","year":2019,"lang":"en","type":"article","venue":"2019 Conference of the Canadian Society for the Study of Education","topic":"Writing and Handwriting Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Working memory; Psychology; Cognitive psychology; Executive functions; Baddeley's model of working memory; Handwriting; Cognition; Developmental psychology; Linguistics; Short-term memory; Neuroscience","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":[0.001557441,0.000075428,0.0001349031,0.00002881624,0.001256681,0.00004252403,0.0004494764,0.00005515829,0.00002141277],"category_scores_gemma":[0.0004142547,0.00004854997,0.0001319285,0.0002397952,0.0001993677,0.00007024712,0.0000268847,0.0001076628,0.000002033473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002103861,"about_ca_system_score_gemma":0.004256595,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06315097,"about_ca_topic_score_gemma":0.1737924,"domain_scores_codex":[0.9990249,0.0001167981,0.0002657835,0.0001263984,0.0002729353,0.0001931436],"domain_scores_gemma":[0.9979923,0.0007504533,0.0003579293,0.0002565523,0.000596173,0.00004656853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000009678028,0.0004153706,0.07215955,0.0001847898,0.0002800019,3.413924e-9,0.8638466,0.00004413788,0.0005447458,0.02359412,0.007995366,0.03092564],"study_design_scores_gemma":[0.0002962702,0.00006989628,0.1478956,0.0003033422,0.0001020132,1.19832e-7,0.8464449,0.0000313051,0.0008867268,0.0007540379,0.003113329,0.0001024674],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897067,0.00008095209,0.00004186725,0.00173767,0.001076099,0.001504918,0.000006440636,0.000005361489,0.00584001],"genre_scores_gemma":[0.9963749,0.000005901347,0.0004263426,0.00006947621,0.0001229435,0.00007860884,0.000004039889,0.000006767377,0.002911007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1106414,"threshold_uncertainty_score":0.9665501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02187141225286661,"score_gpt":0.2984932187248826,"score_spread":0.276621806472016,"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."}}