{"id":"W4319978000","doi":"10.1109/cipae55637.2022.00005","title":"Message from the General Chair","year":2022,"lang":"en","type":"article","venue":"2022 International Conference on Computers, Information Processing and Advanced Education (CIPAE)","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002108587,0.001026856,0.001171416,0.0009747451,0.0022899,0.004450705,0.001849056,0.008388129,0.2568637],"category_scores_gemma":[0.008826293,0.0005210976,0.0008237408,0.0008444698,0.0006031719,0.003528245,0.002064656,0.009911484,0.2225562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001954452,"about_ca_system_score_gemma":0.003672375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004090497,"about_ca_topic_score_gemma":0.004837901,"domain_scores_codex":[0.9985807,0.0001792171,0.0001088823,0.0003410842,0.0005883122,0.0002018518],"domain_scores_gemma":[0.9945018,0.0005320902,0.0001745776,0.0002352209,0.003269184,0.001286963],"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":[0.00001829115,0.000005857676,0.00003345779,0.0000239082,0.000001017841,0.00002024288,0.00000727249,0.000006992424,0.00004025954,0.0002740975,0.9954191,0.004149536],"study_design_scores_gemma":[0.00001203917,0.00001242093,0.0002615414,0.00004987812,0.000002704011,0.00005061115,0.00004961558,0.00002821212,0.00008885812,0.000240377,0.9991952,0.00000848227],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00044382,0.004056675,0.0008192587,0.3527796,0.5806565,0.0003609754,0.001918788,0.0008218223,0.05814248],"genre_scores_gemma":[0.004020327,0.002774853,0.0006374074,0.2010535,0.09413427,0.0003960129,0.001046262,0.0004637138,0.6954737],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2568637,"threshold_uncertainty_score":0.8592947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0186002714855671,"score_gpt":0.2910821621907105,"score_spread":0.2724818907051434,"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."}}