{"id":"W1598558921","doi":"10.1007/978-3-540-71289-3_27","title":"Finding Environment Guarantees","year":2007,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Formal Methods in Verification","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Correctness; Component (thermodynamics); Computer science; Property (philosophy); Model checking; Distributed computing; Theoretical computer science; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002291248,0.0004874097,0.0004192885,0.001010125,0.0002628349,0.0003724912,0.003869043,0.0003604421,0.00004524819],"category_scores_gemma":[0.0001011232,0.0004655533,0.0001232745,0.0004437165,0.0007194601,0.000713622,0.001336468,0.0008453762,0.0001886165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005519349,"about_ca_system_score_gemma":0.0002095492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000078558,"about_ca_topic_score_gemma":0.000007204107,"domain_scores_codex":[0.9958995,0.00003880157,0.0005972051,0.001492169,0.001239576,0.0007327282],"domain_scores_gemma":[0.9973118,0.0003497961,0.0003417028,0.001771931,0.00007834499,0.000146383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00000341972,0.00001717843,0.00002429811,0.00002070246,0.000005668041,0.0000505452,0.0005033392,0.01362793,0.0001866007,0.09852259,0.000006331773,0.8870314],"study_design_scores_gemma":[0.0002634344,0.000229426,0.0003844061,0.0003861454,0.000009114165,0.00013739,1.935778e-7,0.7767865,0.009693058,0.2001228,0.01083591,0.001151675],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00004548336,0.0004142863,0.9880345,0.0001766178,0.001898196,0.0003316566,0.000002083186,0.0001599159,0.008937228],"genre_scores_gemma":[0.009798652,0.00007840221,0.9885817,0.0007426754,0.0003448341,0.000006274222,0.000002489521,0.00002957221,0.0004153962],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8858798,"threshold_uncertainty_score":0.9997796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04373042902772654,"score_gpt":0.2901269383810395,"score_spread":0.2463965093533129,"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."}}