{"id":"W4318704691","doi":"10.3233/icg-230216","title":"The 2022 Computer Olympiad","year":2023,"lang":"en","type":"article","venue":"ICGA Journal","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Olympiad; Computer science; Mathematics education; Mathematics","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":[0.00178553,0.001113318,0.000389303,0.0007429166,0.003339264,0.004983454,0.000823529,0.001813883,0.09688856],"category_scores_gemma":[0.001578323,0.0002444982,0.0004619316,0.0004993625,0.0005665802,0.001299464,0.003886902,0.003400203,0.03918913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002265169,"about_ca_system_score_gemma":0.003664671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01679473,"about_ca_topic_score_gemma":0.06728083,"domain_scores_codex":[0.9987998,0.0001282692,0.00002424908,0.0001222332,0.0004255763,0.0004998296],"domain_scores_gemma":[0.9976331,0.00003839416,0.00004423955,0.00004882682,0.0004891134,0.001746284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001396045,0.0001197136,0.0008694062,0.00004450657,0.000007521608,0.00009955873,0.00007480451,0.00006844966,0.0002461171,0.001634674,0.9852129,0.0114827],"study_design_scores_gemma":[0.00002584412,0.0001132853,0.007603105,0.00005271531,0.000003401309,0.00004292064,0.0003731118,0.0001478336,0.0002388175,0.0004136047,0.990974,0.00001143924],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03912783,0.002459084,0.003059434,0.04273871,0.1239691,0.0008520639,0.01014249,0.001889919,0.7757614],"genre_scores_gemma":[0.07662624,0.0008537866,0.001878384,0.009586157,0.007222178,0.0004714322,0.01255837,0.0005282525,0.8902752],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09688856,"threshold_uncertainty_score":0.3241246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0133334619759689,"score_gpt":0.2577571290865415,"score_spread":0.2444236671105726,"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."}}