{"id":"W6931120072","doi":"10.5281/zenodo.4661878","title":"Test Sequence Generation with Cayley Graphs","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Software Testing and Debugging Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Test suite; Sequence (biology); Set (abstract data type); Graph; Directed graph; State (computer science)","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":[0.00129083,0.0006865485,0.000468418,0.001325893,0.0004058105,0.0009035832,0.001427473,0.000601199,0.003381512],"category_scores_gemma":[0.005950454,0.0004508548,0.0009003124,0.001041639,0.001082174,0.001489089,0.000904529,0.001215251,0.0006133324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001076655,"about_ca_system_score_gemma":0.001090363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002423585,"about_ca_topic_score_gemma":0.002891408,"domain_scores_codex":[0.9980614,0.0006894876,0.0001257746,0.0003790797,0.0006118048,0.0001325658],"domain_scores_gemma":[0.9956814,0.002798863,0.0003145443,0.0006416048,0.0004826792,0.00008083182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002524856,0.0001596235,0.002427442,0.0004017794,0.00008292562,0.0006166304,0.0002902045,0.4551362,0.03820513,0.1963092,0.004680278,0.3014382],"study_design_scores_gemma":[0.00005263239,0.0001655536,0.0003148417,0.00004928236,0.00002267995,0.0002917274,0.00004333272,0.8823368,0.025609,0.08504462,0.006042839,0.00002661986],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01068145,0.00005945818,0.9859949,0.00008741796,0.00001214666,0.0001013427,0.0001078344,0.001478563,0.00147698],"genre_scores_gemma":[0.2136518,0.0001331498,0.7832599,0.0001912996,0.00002114433,0.0002391065,0.0008064574,0.0004176136,0.001279614],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003381512,"threshold_uncertainty_score":0.01131231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08709964338621846,"score_gpt":0.2748071616086638,"score_spread":0.1877075182224453,"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."}}