{"id":"W2606700701","doi":"10.1145/3053600.3053651","title":"Open-perspective Modeling of Software Systems","year":2017,"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":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Scope (computer science); Rotation formalisms in three dimensions; Perspective (graphical); Principal (computer security); Data science; Data modeling; Software; Software engineering; Management science; Artificial intelligence; Engineering","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":[0.003114838,0.001282539,0.0008260428,0.00191664,0.001239837,0.004725704,0.00354874,0.00240701,0.005048812],"category_scores_gemma":[0.007200837,0.000750737,0.001544426,0.002127265,0.003756597,0.007180097,0.002979857,0.00269367,0.000973509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00265139,"about_ca_system_score_gemma":0.001804285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006545107,"about_ca_topic_score_gemma":0.005245705,"domain_scores_codex":[0.9978581,0.0009605384,0.000111811,0.0003157244,0.0005865128,0.0001672449],"domain_scores_gemma":[0.9957368,0.002142793,0.0004159036,0.0008464262,0.0005758627,0.000282168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00000575134,0.00001522098,0.0002178414,0.00004183433,0.00001022578,0.00006518407,0.0002795438,0.04046479,0.0001465196,0.9554238,0.0004167235,0.002912508],"study_design_scores_gemma":[0.00000758252,0.00001525194,0.0001444517,0.00004340305,0.00001028377,0.00004945414,0.0001506963,0.1606894,0.0001385294,0.8242347,0.0145049,0.00001152561],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01136873,0.001313214,0.9416478,0.00443641,0.0001317754,0.00007442796,0.00051627,0.0002388168,0.04027262],"genre_scores_gemma":[0.5743138,0.00476743,0.3990529,0.0006458824,0.0006624108,0.0005356598,0.001072053,0.0003301153,0.01861992],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006545107,"threshold_uncertainty_score":0.01923728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04486310369410974,"score_gpt":0.318131865711434,"score_spread":0.2732687620173243,"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."}}