{"id":"W4385764351","doi":"10.24963/ijcai.2023/347","title":"Abstraction of Nondeterministic Situation Calculus Action Theories","year":2023,"lang":"en","type":"article","venue":"","topic":"Logic, Reasoning, and Knowledge","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Nondeterministic algorithm; Computer science; Abstraction; Action (physics); Task (project management); Situation calculus; Domain (mathematical analysis); Plan (archaeology); Programming language; Theoretical computer science; Artificial intelligence; Mathematics","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":[0.003421317,0.001257958,0.0008707076,0.001839849,0.001085137,0.003175364,0.002585666,0.000922283,0.00432907],"category_scores_gemma":[0.004891205,0.0009943614,0.00334771,0.0012153,0.003461421,0.00581068,0.00331193,0.003921039,0.0008445969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002125989,"about_ca_system_score_gemma":0.002618962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004707702,"about_ca_topic_score_gemma":0.004683658,"domain_scores_codex":[0.9969627,0.0009452794,0.0003204801,0.000455621,0.000975603,0.0003401675],"domain_scores_gemma":[0.997457,0.001011219,0.0002649636,0.0007500378,0.0003640308,0.0001528495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000121722,0.00001307274,0.0001466694,0.00004829751,0.00001486258,0.00007752229,0.0002527876,0.01594607,0.0005799679,0.9773204,0.0002600747,0.005328111],"study_design_scores_gemma":[0.00001894467,0.00002146092,0.00009566897,0.00003781189,0.00003403766,0.00006688498,0.0000545175,0.09554915,0.001227609,0.8888938,0.01397806,0.00002208885],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005355956,0.000261627,0.9844605,0.0002313836,0.00004843851,0.00007350078,0.000121102,0.0004497012,0.008997756],"genre_scores_gemma":[0.2715093,0.0007448237,0.7190816,0.0002535404,0.0001353423,0.0004465375,0.0005025085,0.0002076873,0.007118747],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004707702,"threshold_uncertainty_score":0.01809388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03654581066973239,"score_gpt":0.30295286182045,"score_spread":0.2664070511507176,"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."}}