{"id":"W4396953958","doi":"10.1007/s10639-024-12744-6","title":"Cognitive, interpersonal, and intrapersonal deeper learning domains: A systematic review of computational thinking","year":2024,"lang":"en","type":"review","venue":"Education and Information Technologies","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Intrapersonal communication; Interpersonal communication; Educational technology; Cognition; Psychology; Cognitive science; Computer science; Cognitive psychology; Mathematics education; Social psychology; Neuroscience","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":[0.008438354,0.001126373,0.005198161,0.009990482,0.0006303377,0.00314049,0.001757294,0.001672535,0.002755477],"category_scores_gemma":[0.03266673,0.0008332617,0.005285103,0.008890726,0.001569686,0.002971274,0.002470238,0.001544577,0.0002295043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002527137,"about_ca_system_score_gemma":0.01447185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009991288,"about_ca_topic_score_gemma":0.04117291,"domain_scores_codex":[0.9943065,0.001856784,0.002002502,0.0006417462,0.00102,0.0001724976],"domain_scores_gemma":[0.9717459,0.02302327,0.003012788,0.0003805562,0.001542649,0.0002948933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002091535,0.00005289894,0.002417774,0.8160352,0.008028635,0.0001107988,0.0007072736,0.0001531902,0.0002372759,0.0007954309,0.001985441,0.1692669],"study_design_scores_gemma":[0.0002835453,0.0002007928,0.01016938,0.9033867,0.05003963,0.0005220067,0.001017328,0.0001058718,0.0002281969,0.001379794,0.03258885,0.00007796729],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009830873,0.9983124,0.0001517202,0.0001959946,0.00003561921,0.00007472657,0.0001162925,0.00000314979,0.0001270931],"genre_scores_gemma":[0.009309152,0.9891673,0.0008151424,0.0003620323,0.000034129,0.0001570241,0.00009765891,0.000002846557,0.00005463054],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009991288,"threshold_uncertainty_score":0.04462677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01558650217904408,"score_gpt":0.314621816331392,"score_spread":0.299035314152348,"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."}}