{"id":"W2735269994","doi":"10.3389/fpsyg.2017.01187","title":"CanDiD: A Framework for Linking Executive Function and Education","year":2017,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Cognitive Abilities and Testing","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Psychology; Psychological intervention; Function (biology); Remedial education; Curriculum; Association (psychology); Executive functions; Cognitive psychology; Cognition; Pedagogy; Mathematics education; Neuroscience; Psychotherapist","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005635067,0.002367677,0.0008894209,0.006578575,0.0015231,0.005152537,0.003059754,0.002811102,0.006655548],"category_scores_gemma":[0.005593425,0.0005110155,0.002005706,0.003573002,0.01167553,0.006115876,0.003900604,0.003417697,0.001460552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003875177,"about_ca_system_score_gemma":0.004501828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008747418,"about_ca_topic_score_gemma":0.006426005,"domain_scores_codex":[0.9961095,0.002159309,0.0002728654,0.0006321104,0.000494612,0.0003315514],"domain_scores_gemma":[0.9967834,0.00177035,0.0004075112,0.0003189086,0.0004225101,0.0002973586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002530973,0.000028161,0.001024234,0.0001892552,0.00003445154,0.0001482623,0.001065375,0.002629365,0.0001927554,0.9691928,0.001629674,0.02384037],"study_design_scores_gemma":[0.00001422855,0.00004979203,0.001316206,0.0001961411,0.00002809785,0.0002052763,0.0004170254,0.005035603,0.0001516928,0.9583637,0.03418881,0.00003338826],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01021903,0.01202132,0.8509441,0.01336743,0.0005884019,0.0004368947,0.0008505954,0.0007860985,0.1107861],"genre_scores_gemma":[0.4152237,0.009949505,0.5525994,0.003600847,0.0007779098,0.00222553,0.0009983622,0.0002478243,0.01437703],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008747418,"threshold_uncertainty_score":0.02980143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03486550239334676,"score_gpt":0.372842514378355,"score_spread":0.3379770119850083,"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."}}