{"id":"W2077678195","doi":"10.1145/1924421.1924437","title":"Returning control to the programmer","year":2011,"lang":"en","type":"article","venue":"Communications of the ACM","topic":"Embedded Systems Design Techniques","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Programmer; Computer science; Control (management); Programming language; Operating system; 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":[0.002668496,0.001041366,0.0007303941,0.000701417,0.001239647,0.006980035,0.001963319,0.001603713,0.02238874],"category_scores_gemma":[0.01580031,0.0008074047,0.0007256565,0.0006411212,0.003951473,0.008131033,0.005227195,0.005167795,0.007273619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009759946,"about_ca_system_score_gemma":0.00176972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001990354,"about_ca_topic_score_gemma":0.002070942,"domain_scores_codex":[0.997303,0.0006789152,0.0001449457,0.0005229801,0.0009366528,0.0004135545],"domain_scores_gemma":[0.9902644,0.002304607,0.0002849126,0.00559279,0.001141695,0.0004115867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001014465,0.0002982627,0.005518159,0.0006513955,0.0001026543,0.0008154263,0.008343577,0.004143815,0.04509519,0.5269729,0.08994869,0.3170955],"study_design_scores_gemma":[0.0001953741,0.0002433249,0.0009353263,0.0003816302,0.0001279826,0.0005406788,0.001172575,0.03545,0.06736678,0.302186,0.5912324,0.0001678605],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03437959,0.001127364,0.8223153,0.009767181,0.001788499,0.0002221462,0.0003139754,0.03494448,0.09514149],"genre_scores_gemma":[0.5233359,0.001824569,0.2623584,0.01227025,0.001094009,0.0003420887,0.0006478888,0.01971811,0.1784088],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02238874,"threshold_uncertainty_score":0.07489777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1090633888254159,"score_gpt":0.3000363306569641,"score_spread":0.1909729418315482,"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."}}