{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001456517,0.0004717085,0.0002172033,0.0009509284,0.001519459,0.001797592,0.0005285776,0.0009844243,0.1502967],"category_scores_gemma":[0.0009187186,0.0002131542,0.0001973697,0.001759163,0.000499949,0.001154145,0.0006028708,0.0009223722,0.06610554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002090535,"about_ca_system_score_gemma":0.002000453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03249841,"about_ca_topic_score_gemma":0.0711379,"domain_scores_codex":[0.9997818,0.00001416927,0.00001337039,0.0000300198,0.0001194065,0.00004124902],"domain_scores_gemma":[0.9994971,0.00002832507,0.00002352844,0.00006504259,0.0003496266,0.00003651646],"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":[0.00009534274,0.00002219744,0.0007055689,0.0001352287,0.000004290184,0.0003524376,0.0004741033,0.001009392,0.001894195,0.05331311,0.5899683,0.3520258],"study_design_scores_gemma":[0.000008682071,0.00001692601,0.0005214161,0.00005872177,0.00000249651,0.0002026679,0.000190231,0.00020668,0.0008566687,0.003859699,0.9940693,0.000006569791],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006667573,0.001518628,0.01135414,0.001997644,0.002336359,0.00007556851,0.002805481,0.001793153,0.9714515],"genre_scores_gemma":[0.03893583,0.0009537105,0.002625693,0.0003596989,0.00006642557,0.00002544162,0.001624007,0.0002044207,0.9552048],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1502967,"threshold_uncertainty_score":0.5027926,"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."}}