{"id":"W6990986811","doi":"","title":"The evolution of gasses in fire suppression system to promote&#13;\\nchanges in industrial towards global sustainability","year":2021,"lang":"en","type":"article","venue":"UTHM Institutional Repository (Universiti Tun Hussein Onn Malaysia)","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Greenhouse gas; Global warming; Sustainable development; Fire protection; Ozone layer; Supply chain","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004046116,0.0001741629,0.0002540984,0.0001529937,0.00027337,0.00005320576,0.0003075299,0.0002133087,0.000007412323],"category_scores_gemma":[0.0001679675,0.0001736097,0.00009498336,0.001072546,0.0001523574,0.0002786613,0.0002147203,0.0003205853,0.000003384875],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005191301,"about_ca_system_score_gemma":0.001244443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001585695,"about_ca_topic_score_gemma":0.00044279,"domain_scores_codex":[0.9982399,0.0001683661,0.0003386241,0.0003293393,0.0005296156,0.0003941991],"domain_scores_gemma":[0.9990815,0.00007440775,0.0000495457,0.0003387936,0.0003317284,0.0001240185],"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":[0.0004371895,0.0002457843,0.03904428,0.000690259,0.00008029128,0.002268399,0.0008761002,0.8889881,0.003760056,0.05337004,0.0002616686,0.009977891],"study_design_scores_gemma":[0.00157676,0.0001608593,0.1433719,0.0009495048,0.00002680397,0.0002668222,0.01658073,0.8330588,0.001411115,0.0006796315,0.001454525,0.0004625154],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921125,0.0003666608,0.0006907001,0.0005200687,0.0006350608,0.0004125285,0.00006546674,0.0000623808,0.005134624],"genre_scores_gemma":[0.9995062,0.00001907042,0.0001272282,0.000002757364,0.0001075463,0.00002015458,0.00003015302,0.000009848444,0.0001770493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1043276,"threshold_uncertainty_score":0.9986276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01024068629297146,"score_gpt":0.2266240374202786,"score_spread":0.2163833511273071,"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."}}