{"id":"W4312826258","doi":"10.1609/socs.v2i1.18189","title":"State-Set Search","year":2021,"lang":"en","type":"article","venue":"Proceedings of the International Symposium on Combinatorial Search","topic":"Logic, Reasoning, and Knowledge","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Abstraction; Set (abstract data type); State (computer science); State space; Computer science; Domain (mathematical analysis); Theoretical computer science; Space (punctuation); Abstraction model checking; Algorithm; Mathematics; Model checking; Programming language","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009426498,0.0001585174,0.0001874929,0.00008527629,0.0001873527,0.0003994779,0.002850848,0.00007732123,0.00005431007],"category_scores_gemma":[0.0002935781,0.0001213565,0.0001600549,0.0005634923,0.0001231872,0.0003638754,0.001580753,0.0003890314,0.00007990487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002200061,"about_ca_system_score_gemma":0.0002215818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006579721,"about_ca_topic_score_gemma":0.000002221002,"domain_scores_codex":[0.997375,0.00003968545,0.0002876958,0.0004718333,0.001475554,0.0003502108],"domain_scores_gemma":[0.9976814,0.0002016751,0.0001020353,0.0002515854,0.001645892,0.000117372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000566457,0.0003033523,0.004376139,0.00003074521,0.00006614088,0.000005288033,0.000988423,0.00003605333,0.04984896,0.9397916,0.003376845,0.00111978],"study_design_scores_gemma":[0.001443372,0.0002276911,0.002568924,0.0001227032,0.000008158295,0.00003718194,0.0001278133,0.00497976,0.9029542,0.06678495,0.02044677,0.0002984754],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.756433,0.00007015451,0.0004950672,0.0145748,0.01001284,0.0003740815,0.00001778512,0.0001508948,0.2178714],"genre_scores_gemma":[0.9956955,0.00004031737,0.0003157201,0.0001542279,0.000356598,0.00001266281,0.000002549826,0.00001427368,0.003408097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8730067,"threshold_uncertainty_score":0.5297633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02110703944093761,"score_gpt":0.2701204341111972,"score_spread":0.2490133946702596,"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."}}