{"id":"W2463232812","doi":"10.1177/1475725716659252","title":"A Call for Computational Thinking in Undergraduate Psychology","year":2016,"lang":"en","type":"article","venue":"Psychology Learning & Teaching","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Computational thinking; Curriculum; Mathematics education; Computer science; Psychology; Cognitive science; Pedagogy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01189957,0.0005485908,0.0007119054,0.001498089,0.003713818,0.007447245,0.001711687,0.008736064,0.008602101],"category_scores_gemma":[0.03135532,0.0005703434,0.0008138526,0.001459247,0.02515699,0.01460236,0.007759755,0.02321919,0.003084735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003640896,"about_ca_system_score_gemma":0.006895431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001070697,"about_ca_topic_score_gemma":0.001240679,"domain_scores_codex":[0.9923415,0.003479488,0.0003954134,0.0009970774,0.002235569,0.0005509538],"domain_scores_gemma":[0.9689894,0.01910157,0.001169346,0.003195134,0.002699515,0.004845041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001907663,0.00008607221,0.0005624396,0.0002167862,0.000005651667,0.00007698492,0.002699682,0.0002672147,0.0004796073,0.8607666,0.08142769,0.05339222],"study_design_scores_gemma":[0.00001691363,0.00004187817,0.0006537788,0.0005248706,0.000004942152,0.0002369783,0.0007039552,0.0005106839,0.0002206034,0.6032074,0.3938509,0.00002712606],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004803873,0.01427859,0.06531568,0.8066794,0.0143708,0.00008204976,0.00006686655,0.0004762293,0.09392659],"genre_scores_gemma":[0.2709488,0.03649114,0.1896543,0.4096307,0.03143301,0.001115398,0.000255138,0.001075644,0.05939602],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01189957,"threshold_uncertainty_score":0.06293166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02630567239072663,"score_gpt":0.3551891878797196,"score_spread":0.328883515488993,"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."}}