{"id":"W3154429521","doi":"10.3390/math9080856","title":"Comparisons of Parallel Systems with Components Having Proportional Reversed Hazard Rates and Starting Devices","year":2021,"lang":"en","type":"article","venue":"Mathematics","topic":"Statistical Distribution Estimation and Applications","field":"Mathematics","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Hazard ratio; Hazard; Stochastic ordering; Computer science; Order (exchange); Mathematics; Applied mathematics; Statistics; Chemistry","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":[0.0002045873,0.0001187144,0.0003123913,0.00002769598,0.0001286514,0.00005544534,0.00006619103,0.00003919748,0.0000749199],"category_scores_gemma":[0.0004188014,0.00009782981,0.00002758246,0.0001524543,0.0001062227,0.00006142557,0.00003964568,0.00007935464,0.000009757629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002187062,"about_ca_system_score_gemma":0.00005427725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005533663,"about_ca_topic_score_gemma":0.00001175997,"domain_scores_codex":[0.9988506,0.00004104255,0.0005273114,0.0001550033,0.0002873965,0.0001386564],"domain_scores_gemma":[0.9984813,0.0005870918,0.0003581209,0.000199682,0.0002992502,0.00007452765],"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":[0.000007596519,0.0004503487,0.004565347,0.00137617,0.00007387646,0.000006332658,0.0003827481,0.0001778438,0.001104186,0.9896903,0.002119202,0.00004605307],"study_design_scores_gemma":[0.003008598,0.0001333625,0.04534791,0.002766788,0.0006634917,0.0002134775,0.01256387,0.7103906,0.004232722,0.2181838,0.001490439,0.001004953],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2239934,0.00005445855,0.7743177,0.0003298756,0.0000191484,0.0003015179,0.0001304152,0.00005685072,0.000796567],"genre_scores_gemma":[0.6752464,0.000002763954,0.3244477,0.00002059784,0.000008687059,0.00003520944,0.00007512088,0.00001150485,0.0001520605],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7715065,"threshold_uncertainty_score":0.3989384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1151198082391763,"score_gpt":0.3568130082488635,"score_spread":0.2416932000096872,"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."}}