{"id":"W4386368345","doi":"10.3102/ip.23.2003898","title":"The Relationship Between Computational Thinking and Problem-Solving in an Online Programming Activity","year":2023,"lang":"en","type":"article","venue":"","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computational thinking; Computer science; Theoretical computer science; Human–computer interaction; Artificial intelligence","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":[0.002253726,0.0002422181,0.0002449726,0.0008937853,0.000744181,0.003330416,0.0006597803,0.0007598976,0.003876186],"category_scores_gemma":[0.05526507,0.0002765014,0.0002360919,0.0008149426,0.0008764793,0.001615484,0.001117512,0.002443655,0.0004500898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006958655,"about_ca_system_score_gemma":0.001217323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001850692,"about_ca_topic_score_gemma":0.002660477,"domain_scores_codex":[0.9979055,0.001254771,0.0001081787,0.0001843567,0.0004088283,0.0001384392],"domain_scores_gemma":[0.8944334,0.09204824,0.006462113,0.001334089,0.002581257,0.003140948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001719243,0.01079983,0.8526613,0.000281527,0.0002537495,0.0007101692,0.0175753,0.004801579,0.0120696,0.01183969,0.001204965,0.08608313],"study_design_scores_gemma":[0.0001349123,0.001413181,0.9302975,0.0001367099,0.0002265709,0.0009759819,0.01304909,0.02460967,0.005778182,0.02067464,0.002613657,0.00008988547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913297,0.00005202928,0.0008596629,0.0001596425,0.000007435013,0.00002219382,0.00001737644,0.00002227448,0.007529822],"genre_scores_gemma":[0.9971514,0.00006701807,0.001633866,0.00004318417,0.000006602535,0.00003110023,0.00003977845,0.00001735296,0.001009618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003876186,"threshold_uncertainty_score":0.01296711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09488051328866907,"score_gpt":0.334143293088381,"score_spread":0.2392627797997119,"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."}}