{"id":"W3015157678","doi":"10.1145/3253000","title":"Session details: Model checking","year":2011,"lang":"en","type":"article","venue":"","topic":"Formal Methods in Verification","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Session (web analytics); Computer science; Model checking; Programming language; World Wide Web","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":[],"consensus_categories":[],"category_scores_codex":[0.0003232141,0.00005115017,0.00004771166,0.0000405003,0.00005274737,0.00002835668,0.0005250489,0.0000338829,0.00002995604],"category_scores_gemma":[0.00003062525,0.0000409631,0.00002090665,0.0001364879,0.00001334756,0.0007069517,0.0001432087,0.00005361277,0.00008485655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001519626,"about_ca_system_score_gemma":0.00002009172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009292487,"about_ca_topic_score_gemma":7.152156e-7,"domain_scores_codex":[0.9994709,0.00002829434,0.0001062265,0.0001640038,0.0001095976,0.0001210179],"domain_scores_gemma":[0.9994727,0.000007426974,0.0000382603,0.0004082152,0.00003457013,0.00003881809],"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":[0.000001752024,0.0000246241,0.0002175124,0.000003937635,0.000001701381,7.320623e-7,0.001285759,0.0001285524,0.002624553,0.9017605,0.0001083566,0.09384201],"study_design_scores_gemma":[0.00003798457,0.00001079189,0.0008669667,0.000004296926,8.06469e-7,0.00000263994,0.00001332752,0.9159648,0.0624598,0.02046316,0.0001107115,0.00006475032],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.004928447,0.000008666878,0.8874641,0.00001979545,0.0001276518,0.00003936714,4.381543e-8,0.0001907696,0.1072212],"genre_scores_gemma":[0.2828842,0.000002064293,0.7165249,0.0001170634,0.000006845888,0.000004211976,8.36635e-8,0.000002480953,0.0004581503],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9158362,"threshold_uncertainty_score":0.1670427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1497455198674869,"score_gpt":0.3185373050553063,"score_spread":0.1687917851878195,"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."}}