{"id":"W3009600509","doi":"10.1145/2714064.2660222","title":"Confined gradual typing","year":2014,"lang":"en","type":"article","venue":"ACM SIGPLAN Notices","topic":"Logic, programming, and type systems","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Fondo Nacional de Desarrollo Científico y Tecnológico","keywords":"Computer science; Typing; Programming language; Control flow; Flexibility (engineering); Overhead (engineering); Code (set theory); Reliability (semiconductor); Smalltalk; Exception handling; Object-oriented programming; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003901429,0.0001177958,0.0001569743,0.00005522074,0.0001243338,0.00024822,0.001226296,0.00005809025,0.00001685696],"category_scores_gemma":[0.00027923,0.0000940297,0.00004184554,0.0001514142,0.0000374872,0.0002463188,0.0002317732,0.00008802333,0.0003998622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008679331,"about_ca_system_score_gemma":0.0000212903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001429522,"about_ca_topic_score_gemma":0.00007096324,"domain_scores_codex":[0.9990017,0.0000859772,0.0001717718,0.0002956279,0.0001671267,0.0002778298],"domain_scores_gemma":[0.9987696,0.0002875604,0.0001064501,0.0007046052,0.00004652604,0.00008523883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004492038,0.00003377536,0.004359172,0.00004041214,0.00002411829,0.000009620799,0.00105552,0.00002228598,0.0003084061,0.9203109,0.001719051,0.07211222],"study_design_scores_gemma":[0.001607502,0.0007453637,0.01701083,0.00002882002,0.00004671248,0.00007059429,0.0002598251,0.04013357,0.003661173,0.1277221,0.8074974,0.001216125],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06789552,0.0005082751,0.8342716,0.00392358,0.004267121,0.0004687638,0.000001232694,0.001342585,0.08732137],"genre_scores_gemma":[0.9936799,0.000001851892,0.005126277,0.0004940188,0.0002788767,0.000006575421,0.000004007748,0.000006891174,0.000401553],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9257844,"threshold_uncertainty_score":0.5139554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03321572949210855,"score_gpt":0.2554272554673563,"score_spread":0.2222115259752477,"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."}}