{"id":"W4307728471","doi":"10.1007/s10270-022-01053-6","title":"Specification and analysis of legal contracts with Symboleo","year":2022,"lang":"en","type":"article","venue":"Software & Systems Modeling","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec en Outaouais; University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Axiom; Design by contract; Formal specification; Specification language; Programming language; Model checking; Contract management; Software engineering; Semantics (computer science); Business; Mathematics; Software development","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":[0.004018032,0.0004633914,0.0006087677,0.001242551,0.0009497264,0.003243829,0.001121507,0.0009872355,0.004129938],"category_scores_gemma":[0.01270763,0.0005892824,0.001367302,0.0007536522,0.00187402,0.002235795,0.002103898,0.001479148,0.0007747067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001274151,"about_ca_system_score_gemma":0.003964444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005833979,"about_ca_topic_score_gemma":0.005497236,"domain_scores_codex":[0.9961275,0.001284687,0.0002646953,0.0003221051,0.001506932,0.0004940968],"domain_scores_gemma":[0.993178,0.004420268,0.0005295105,0.000812862,0.0009158915,0.0001434298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002032761,0.0001703824,0.004004763,0.0002205575,0.0000446848,0.0005071945,0.0007003811,0.1883832,0.008454878,0.741676,0.004401445,0.05123324],"study_design_scores_gemma":[0.00006263978,0.00006957186,0.0005591527,0.00007048263,0.00003004942,0.0001530795,0.0001942755,0.8378679,0.01404623,0.130874,0.01603591,0.00003679816],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05347112,0.00008555259,0.9316711,0.0004854003,0.00005867675,0.0001717997,0.0004477713,0.001608208,0.01200035],"genre_scores_gemma":[0.6068285,0.0001572535,0.3850475,0.0001623265,0.00003711739,0.0002266705,0.00121059,0.0005882213,0.005741822],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005833979,"threshold_uncertainty_score":0.02124965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01827200830534264,"score_gpt":0.2030731933795932,"score_spread":0.1848011850742506,"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."}}