{"id":"W7099504220","doi":"","title":"Abstract Test selection based on finite state models","year":2008,"lang":"en","type":"article","venue":"","topic":"Mineralogy and Gemology Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Test suite; Reset (finance); Selection (genetic algorithm); Finite-state machine; Model-based testing; Test (biology); Test case; Protocol (science); Conformance testing; State (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":[0.004155492,0.0007371489,0.0009612252,0.0021898,0.0004658818,0.001962324,0.001755241,0.001203256,0.003857628],"category_scores_gemma":[0.02622241,0.0005600605,0.001293494,0.001137174,0.001807183,0.002863731,0.001410369,0.001198443,0.00055314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001500605,"about_ca_system_score_gemma":0.001246024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002589624,"about_ca_topic_score_gemma":0.002410835,"domain_scores_codex":[0.9927285,0.003553473,0.0003946094,0.0006409832,0.002234249,0.0004482288],"domain_scores_gemma":[0.967856,0.02607976,0.001407022,0.002278839,0.00201357,0.0003647454],"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":[0.0005628878,0.0001867843,0.005541819,0.000211496,0.0001178335,0.0008209214,0.0003746501,0.6968622,0.007579408,0.2101987,0.002871156,0.0746722],"study_design_scores_gemma":[0.00002898102,0.00005626605,0.0001509905,0.00002751278,0.0000138258,0.00005873665,0.00001783607,0.9267068,0.002934416,0.06920614,0.0007863683,0.00001226957],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03946341,0.0001750141,0.9521118,0.0004163079,0.00003424172,0.0001382137,0.0001711532,0.0019677,0.005522089],"genre_scores_gemma":[0.8281085,0.0001301348,0.1679891,0.0001892647,0.00004495542,0.0004213329,0.0004588356,0.000167779,0.002490205],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004155492,"threshold_uncertainty_score":0.02197659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03216011267785038,"score_gpt":0.2082824445821847,"score_spread":0.1761223319043343,"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."}}