{"id":"W4410066265","doi":"10.1515/9780887555169","title":"Fault Lines","year":2016,"lang":"en","type":"book","venue":"University of Manitoba Press eBooks","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000161016,0.0002336554,0.0003865705,0.0001202023,0.0001285244,0.00002582003,0.001817044,0.0003490049,0.000009819962],"category_scores_gemma":[0.000009736149,0.0002059452,0.0002077843,0.00001106128,0.0002179526,0.0001796731,0.000752576,0.0001971424,0.00007986623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001400062,"about_ca_system_score_gemma":0.0002813646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004141905,"about_ca_topic_score_gemma":0.0002378878,"domain_scores_codex":[0.998719,0.00005036661,0.0001987636,0.0004512158,0.000359305,0.0002212946],"domain_scores_gemma":[0.9982156,0.0001114857,0.0003046603,0.00102012,0.0002620731,0.0000860889],"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":[0.0001569673,0.0001393956,0.0003727246,0.002792181,0.0007037093,0.0003569775,0.003602229,0.0000271508,0.000121704,0.1618592,0.4696781,0.3601897],"study_design_scores_gemma":[0.0004013227,0.00006245113,0.00006873586,0.0004541004,0.00003678357,0.000008050119,0.00002381313,0.0001035716,0.0002344707,0.001932681,0.9963663,0.0003076726],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002050889,0.0002186353,0.02969479,0.00003857755,0.0008206092,0.0003554374,0.00004374682,0.0003149137,0.9683082],"genre_scores_gemma":[0.0008223152,0.00009468759,0.001942573,0.00002398682,0.0002225477,3.57957e-7,0.000005294357,0.00001489224,0.9968733],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5266883,"threshold_uncertainty_score":0.83982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01970281545810368,"score_gpt":0.1928990940662342,"score_spread":0.1731962786081306,"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."}}