{"id":"W2689273870","doi":"","title":"The QSL platform at LORIA","year":2003,"lang":"en","type":"article","venue":"","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Prevention of Organ Failure","funders":"","keywords":"Documentation; Software engineering; Computer science; Quality (philosophy); Software quality; Reliability (semiconductor); Software project management; Software development; Software; Systems engineering; Engineering management; Engineering; Programming language; Software construction","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":[0.005676445,0.0008554625,0.0008843287,0.002638521,0.001171095,0.00404295,0.003153429,0.001475949,0.07441617],"category_scores_gemma":[0.01162035,0.001275733,0.001002087,0.001852898,0.001673689,0.005047825,0.003538646,0.002627032,0.0395177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00321394,"about_ca_system_score_gemma":0.003367843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009741039,"about_ca_topic_score_gemma":0.004416935,"domain_scores_codex":[0.9965302,0.0010354,0.000184289,0.0005430602,0.001215329,0.0004918274],"domain_scores_gemma":[0.9932472,0.002290426,0.0004077119,0.001849329,0.001562,0.0006433669],"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":[0.001718001,0.0003629287,0.002683783,0.001617649,0.00009814361,0.0005508942,0.001294579,0.01852448,0.02013517,0.1800746,0.4226059,0.3503338],"study_design_scores_gemma":[0.0006104097,0.000348474,0.001654557,0.000325262,0.0000396274,0.0002462485,0.0002828807,0.07279024,0.01551298,0.03566018,0.8723498,0.0001794081],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01836023,0.002054761,0.4381001,0.006933173,0.0006532292,0.001101612,0.0285459,0.3663648,0.1378862],"genre_scores_gemma":[0.2817632,0.003048592,0.4853658,0.002020995,0.0007326113,0.002198796,0.07845936,0.04388657,0.1025241],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07441617,"threshold_uncertainty_score":0.2489468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01141841405341413,"score_gpt":0.2180392293253829,"score_spread":0.2066208152719687,"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."}}