{"id":"W1993834512","doi":"10.1145/2584469.2584475","title":"TouchRAM","year":2014,"lang":"en","type":"article","venue":"","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Agile software development; Java; Software engineering; Software; Scalability; Human–computer interaction; Programming language; Operating system","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001068521,0.0009296249,0.0007926346,0.001623901,0.0007551234,0.002692514,0.001937469,0.001494716,0.2446596],"category_scores_gemma":[0.004440679,0.0008640107,0.0009434858,0.00123053,0.0004005723,0.004555449,0.004090973,0.001496958,0.112876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004577135,"about_ca_system_score_gemma":0.0008201489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008680013,"about_ca_topic_score_gemma":0.001416762,"domain_scores_codex":[0.9990558,0.0001232009,0.00006346448,0.0001876303,0.0004728582,0.00009708737],"domain_scores_gemma":[0.9985488,0.0004162312,0.00007375176,0.0004777927,0.000346931,0.0001365245],"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":[0.0005627795,0.0001164746,0.0009644734,0.001303401,0.00004067765,0.0005374752,0.0007815793,0.001831968,0.0160461,0.04374031,0.4383765,0.4956982],"study_design_scores_gemma":[0.00008209034,0.0001172995,0.000562255,0.0002028902,0.00002492752,0.0005294353,0.0001280771,0.007429666,0.007355707,0.009680893,0.9738408,0.00004608387],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007144704,0.001892171,0.3168102,0.0009780331,0.0008122698,0.0005710123,0.01384414,0.2135458,0.4444016],"genre_scores_gemma":[0.09121742,0.002753404,0.2319387,0.001710673,0.000296605,0.001372812,0.04502881,0.05833057,0.5673511],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2446596,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01547532800564107,"score_gpt":0.2509053957010505,"score_spread":0.2354300676954094,"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."}}