{"id":"W4406148460","doi":"10.1504/ijhfms.2024.143775","title":"Use of JACK modelling software to quantify the reachability of ISO 6682","year":2024,"lang":"en","type":"article","venue":"International Journal of Human Factors Modelling and Simulation","topic":"Quality and Safety in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Reachability; Software; Computer science; Reliability engineering; Engineering; Algorithm; Programming language","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":[0.00133999,0.0001162074,0.0002814663,0.0002412744,0.0002250118,0.00002674327,0.0001984011,0.0001364413,0.00003787573],"category_scores_gemma":[0.0002593466,0.00008083195,0.0001445844,0.0001021618,0.0000593714,0.0003284514,0.00004983534,0.0005462514,0.000002046048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001029879,"about_ca_system_score_gemma":0.000131053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008310312,"about_ca_topic_score_gemma":0.00003704373,"domain_scores_codex":[0.9975049,0.0003457848,0.00129135,0.0001494347,0.000563825,0.0001446798],"domain_scores_gemma":[0.9953152,0.002767499,0.0004948296,0.0001537857,0.00118836,0.00008032517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001305898,0.0000334734,0.01830941,0.0002238153,0.00007499164,0.000001314418,0.01837422,0.9585325,0.0001050787,0.003279763,0.00002255065,0.0009122991],"study_design_scores_gemma":[0.0001744167,0.0001318664,0.002431358,0.001178998,0.00003508391,0.000001187225,0.001454422,0.9833003,0.0001080099,0.01021108,0.0008851823,0.00008805955],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6706305,0.0001884909,0.3278656,0.0005332268,0.0005657212,0.0001433966,0.00005074164,0.00001184324,0.00001053332],"genre_scores_gemma":[0.9976967,0.00009440187,0.001783651,0.00007671322,0.0002332871,0.00000145187,0.00001776301,0.00001456906,0.00008146752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3270662,"threshold_uncertainty_score":0.3296231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3941112527426587,"score_gpt":0.5026036766861589,"score_spread":0.1084924239435002,"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."}}