{"id":"W2909636109","doi":"10.17681/hsp.394880","title":"Green Hospital Certification Systems","year":2019,"lang":"en","type":"article","venue":"Archives of Health Science and Research","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Environmental science","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":[0.001878662,0.00004121551,0.00009298603,0.0003264401,0.0001731419,0.00004382943,0.0002212231,0.00001119151,0.0000023546],"category_scores_gemma":[0.00002347065,0.00003359408,0.000008618735,0.0004466728,0.0003525755,0.0001271214,0.00006004684,0.0001207517,0.000008196668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004556952,"about_ca_system_score_gemma":0.0003422446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002998089,"about_ca_topic_score_gemma":5.727268e-7,"domain_scores_codex":[0.9987926,0.00003710367,0.0001459637,0.0001560508,0.0005079113,0.0003603741],"domain_scores_gemma":[0.9995408,0.00009938907,0.00001944524,0.0001757982,0.00008341232,0.00008113084],"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":[0.00003338397,0.0002231463,0.08290377,0.007902438,0.00003352581,0.000005734591,0.0132602,0.007197243,0.13949,0.1256794,0.002724267,0.6205469],"study_design_scores_gemma":[0.0007186057,0.001563129,0.3381153,0.0006670496,0.000002304737,0.000009648807,0.0189805,0.6070988,0.007888325,0.01023459,0.01432153,0.0004002448],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904813,0.001692617,0.0004695746,0.00102224,0.0001919227,0.0005417273,0.00000116697,0.00003512646,0.005564303],"genre_scores_gemma":[0.9991516,0.0002684548,0.0002207476,0.000005848502,0.00001599092,0.00001206694,5.96998e-7,0.000004885848,0.0003198107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6201466,"threshold_uncertainty_score":0.1369927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04402629249469681,"score_gpt":0.3567850924923741,"score_spread":0.3127587999976773,"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."}}