{"id":"W4384296680","doi":"10.32920/23688762","title":"Hybrid Temporal Situation Calculus","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Formal Methods in Verification","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; York University","funders":"","keywords":"Situation calculus; Action (physics); Automaton; Calculus (dental); Hybrid automaton; Computer science; Mathematics; Theoretical computer science; Artificial intelligence; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009772752,0.0001739376,0.0001810369,0.0001737181,0.00006690882,0.0002499669,0.001418336,0.000132395,0.00001832985],"category_scores_gemma":[0.0001949144,0.0001673662,0.00009470282,0.0001794587,0.00002796319,0.0002866822,0.00184919,0.0003590408,0.0008119257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001110137,"about_ca_system_score_gemma":0.0001498759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000260481,"about_ca_topic_score_gemma":0.00001142786,"domain_scores_codex":[0.9983308,0.0001363001,0.000330265,0.0006083936,0.0003831809,0.0002110176],"domain_scores_gemma":[0.9982568,0.00005044816,0.0001911929,0.001313247,0.0001201768,0.00006813571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000006483125,0.00008294646,0.0003758993,0.0002198858,0.00005853814,0.00004154019,0.0009005065,0.005703627,0.0002878336,0.7835749,0.02407374,0.1846741],"study_design_scores_gemma":[0.00007000996,0.00002046479,0.003010548,0.00003275566,0.000005739573,0.000006347805,0.000007324765,0.9125702,0.005150488,0.07682297,0.002014641,0.000288445],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002270089,0.00002140026,0.9881051,0.0008196634,0.003227169,0.0002949725,0.000005070542,0.001253018,0.004003488],"genre_scores_gemma":[0.08024356,0.00001412821,0.9157473,0.0001464664,0.0001574015,0.0000787626,0.00006000256,0.00001821627,0.003534151],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9068666,"threshold_uncertainty_score":0.9999661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09078279154764969,"score_gpt":0.3409181223353435,"score_spread":0.2501353307876938,"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."}}