{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007773014,0.0002442244,0.0007859166,0.0006218391,0.0001725281,0.0003918524,0.0003539076,0.0001761205,0.000002573183],"category_scores_gemma":[0.001171537,0.0001798092,0.0001191365,0.0005113826,0.0001183145,0.00118027,0.0002648831,0.0006687617,0.00002313106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005024391,"about_ca_system_score_gemma":0.0002750653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002905114,"about_ca_topic_score_gemma":8.942595e-8,"domain_scores_codex":[0.9985108,0.0001420993,0.0007444947,0.0002102073,0.0002610221,0.0001313144],"domain_scores_gemma":[0.9987192,0.0002909178,0.0006656261,0.0001513267,0.0001454043,0.0000275561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[1.142644e-7,0.000006448807,3.862227e-7,0.4200899,0.00003969222,1.010538e-7,0.001375285,1.538453e-7,1.20095e-9,0.01959809,0.00007021719,0.5588197],"study_design_scores_gemma":[0.00003871925,0.00004539814,7.522759e-7,0.6832784,0.0003739016,0.0001653162,0.003510248,0.0002388366,8.200676e-8,0.0005822912,0.3115638,0.0002021297],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002918244,0.9709665,0.027117,0.0003578293,0.0001665387,0.0006259902,0.000003027496,0.0006291003,0.0001311274],"genre_scores_gemma":[0.0001102926,0.9823269,0.01702954,0.0001872769,0.00001022255,0.0001946233,0.00008169642,0.000008400937,0.00005110164],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5586175,"threshold_uncertainty_score":0.7332405,"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."}}