{"id":"W2016321034","doi":"10.4018/ijsi.2014100101","title":"LAKE","year":2014,"lang":"en","type":"article","venue":"International Journal of Software Innovation","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Algoma University","funders":"","keywords":"Debugging; Computer science; Java; Coding (social sciences); Software engineering; Programming language; Software; Process (computing); Logging","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":[0.0006686472,0.0007591824,0.0005975888,0.001663734,0.002129651,0.003835667,0.001729879,0.001433445,0.4111841],"category_scores_gemma":[0.002578046,0.0005486534,0.000599717,0.001550089,0.0006713796,0.004158164,0.003433488,0.001578524,0.1722098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00125969,"about_ca_system_score_gemma":0.002104914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009481973,"about_ca_topic_score_gemma":0.01782335,"domain_scores_codex":[0.9992454,0.0000575538,0.00004058207,0.0002180156,0.0003192895,0.0001191764],"domain_scores_gemma":[0.9989818,0.0001284801,0.00006410033,0.0001857509,0.0004603592,0.0001794858],"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":[0.0004829687,0.0001045242,0.003752761,0.0006495026,0.00003814777,0.0005189113,0.0009758278,0.0008233068,0.004962619,0.04807613,0.6655114,0.2741039],"study_design_scores_gemma":[0.00001690983,0.00001935683,0.0009206936,0.00006341802,0.000007659532,0.00008231506,0.0001247341,0.0004516602,0.0008546236,0.003030901,0.9944142,0.00001341464],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008994047,0.00147589,0.0301426,0.004883901,0.00212539,0.0004113122,0.01634119,0.02972426,0.9059015],"genre_scores_gemma":[0.05870369,0.001364825,0.02790966,0.00254045,0.0003929394,0.0003226713,0.02104438,0.008263078,0.8794584],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4111841,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009691650273844636,"score_gpt":0.2571385186142511,"score_spread":0.2474468683404064,"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."}}