{"id":"W6910402423","doi":"10.4224/20378949","title":"FIERAsystem Water Requirements Model (WTRM)","year":2002,"lang":"en","type":"report","venue":"NPARC","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fire protection; Fire safety; Risk management; Research program; Risk assessment; Key (lock)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00184877,0.001167973,0.0004962746,0.002751101,0.001135253,0.00345834,0.002794423,0.001434447,0.02089116],"category_scores_gemma":[0.005111588,0.0008087811,0.00119894,0.003328919,0.0005693631,0.00261377,0.0008110525,0.001025135,0.007991717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008326269,"about_ca_system_score_gemma":0.01720919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4310861,"about_ca_topic_score_gemma":0.4176311,"domain_scores_codex":[0.9981681,0.0002737384,0.0001091514,0.0001806747,0.001054119,0.0002142433],"domain_scores_gemma":[0.997547,0.0004084778,0.000132588,0.0002890409,0.001547051,0.00007577235],"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":[0.0001483904,0.0001657988,0.003671508,0.0004822773,0.00007205967,0.0002947657,0.0003927799,0.5320787,0.0035877,0.1274454,0.1934088,0.1382516],"study_design_scores_gemma":[0.00007557479,0.00004578225,0.001907447,0.000166051,0.00004640867,0.0001428348,0.0002236366,0.4057209,0.003530382,0.0256716,0.5623661,0.0001031921],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.02273936,0.0005514825,0.3822906,0.002736136,0.0001971772,0.002126933,0.1482288,0.01738811,0.4237414],"genre_scores_gemma":[0.2081775,0.001268342,0.4693828,0.0006069455,0.00004200804,0.002895026,0.1902792,0.003391238,0.1239569],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.4310861,"threshold_uncertainty_score":0.8571538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1429044239861158,"score_gpt":0.3266501583360093,"score_spread":0.1837457343498935,"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."}}