{"id":"W1993003919","doi":"10.5555/2486788.2487069","title":"5th international workshop on modeling in software engineering (MiSE 2013)","year":2013,"lang":"en","type":"article","venue":"RWTH Publications (RWTH Aachen)","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Waterloo","funders":"","keywords":"Software engineering; Computer science; Key (lock); Software; Software development; Social software engineering; Systems engineering; Engineering management; Software construction; Engineering; Programming language; Operating system","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":[0.009224432,0.002486492,0.001881257,0.003727957,0.001395839,0.008799127,0.003453007,0.004116535,0.1023197],"category_scores_gemma":[0.01514246,0.001099432,0.00284966,0.002722378,0.001216057,0.008367327,0.009225931,0.007077347,0.06214619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002182369,"about_ca_system_score_gemma":0.00374998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001664091,"about_ca_topic_score_gemma":0.002989507,"domain_scores_codex":[0.9919788,0.002677411,0.0007137635,0.001133524,0.002843102,0.0006533053],"domain_scores_gemma":[0.9911025,0.0018216,0.0003134536,0.002077875,0.003118243,0.001566349],"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":[0.0001238011,0.0002276187,0.0005414407,0.0006171464,0.00009336322,0.0002421051,0.0005026824,0.001963859,0.00244036,0.03507586,0.5868668,0.371305],"study_design_scores_gemma":[0.00001313589,0.0000575538,0.0003689835,0.0005895103,0.00002902923,0.0004119701,0.0001549787,0.002651102,0.001020693,0.01775587,0.9769127,0.00003443121],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.006543552,0.08384952,0.5466065,0.0477289,0.09590423,0.0007414529,0.003424312,0.01089188,0.2043096],"genre_scores_gemma":[0.04439209,0.0852215,0.3135445,0.01127257,0.02639319,0.001175746,0.02286699,0.009442268,0.4856912],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1023197,"threshold_uncertainty_score":0.3422936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07055179741211463,"score_gpt":0.3014582545847606,"score_spread":0.2309064571726459,"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."}}