{"id":"W3124281909","doi":"10.1145/3447892.3447896","title":"Hello, world","year":2021,"lang":"en","type":"article","venue":"ACM SIGCAS Computers and Society","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Internationalization; Institution; Context (archaeology); Social institution; EXPOSE; Perception; Computer science; Sociology; Public relations; Psychology; Political science; Social science; Business; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002690226,0.0001171122,0.0001451462,0.00002053144,0.0003188653,0.0004162748,0.0005073251,0.00004620096,0.000005354319],"category_scores_gemma":[0.00003854544,0.0001140599,0.0001373752,0.000319781,0.00004375506,0.0001892443,0.0007718925,0.0002799276,0.000009987308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001862057,"about_ca_system_score_gemma":0.000042313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002117918,"about_ca_topic_score_gemma":0.000003744474,"domain_scores_codex":[0.9989809,0.00008099429,0.0001250469,0.0003949728,0.0001538835,0.000264184],"domain_scores_gemma":[0.9990076,0.0002372558,0.00004419249,0.0005621893,0.00004170788,0.0001070424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[7.85859e-7,0.00006926135,0.002848943,0.00003167445,0.0000741985,0.00007173984,0.01262978,0.0001413944,0.0002052681,0.02785085,0.02391645,0.9321597],"study_design_scores_gemma":[0.0007783918,0.00006665481,0.01085638,0.00009168094,0.00001783854,0.0001468282,0.0006591421,0.06513602,0.0004024022,0.002188076,0.9190515,0.0006050824],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03787906,0.001177504,0.9532894,0.005808658,0.0008284417,0.00005826261,4.273043e-7,0.0004794011,0.000478799],"genre_scores_gemma":[0.3201915,0.00005763746,0.6756983,0.002592478,0.0001423864,0.000002636076,0.000003146273,0.000009308122,0.001302611],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9315546,"threshold_uncertainty_score":0.4651228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01773206123074991,"score_gpt":0.2496103568276161,"score_spread":0.2318782955968662,"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."}}