{"id":"W6891673768","doi":"10.4224/21274228","title":"Fire performance of houses: key findings of phase 1","year":2009,"lang":"en","type":"article","venue":"NPARC","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Key (lock); Phase (matter); Fire investigation; Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007868694,0.00005313155,0.0001133273,0.00003956964,0.00001283178,0.000003333628,0.0001170762,0.00003421298,0.0001064867],"category_scores_gemma":[0.00001015818,0.00005128319,0.00003290328,0.0001218331,0.00002233693,0.00004805585,0.000009651443,0.00007977544,0.000007903494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001359289,"about_ca_system_score_gemma":0.0000101847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001815881,"about_ca_topic_score_gemma":5.135662e-7,"domain_scores_codex":[0.9995463,0.000003393962,0.0001335918,0.00005292718,0.0001322757,0.0001314577],"domain_scores_gemma":[0.999784,0.0000150673,0.00001161718,0.0001307675,0.0000285004,0.0000300704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001507486,0.0003177063,0.004171283,0.000629956,0.00006043478,0.000009035703,0.00120608,0.009399388,0.6944813,0.003187687,0.00406037,0.282326],"study_design_scores_gemma":[0.0007567313,0.0004691724,0.009535865,0.0000811116,0.000005732347,0.000002587542,0.00001426444,0.9415708,0.04605047,0.0003813522,0.001014173,0.0001176948],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856586,0.00004323478,0.00009777199,0.00005876924,0.00002912544,0.00004909133,0.00001387645,0.00003185544,0.01401769],"genre_scores_gemma":[0.9990426,0.0002104375,0.0006070985,0.000006561826,0.00001195403,9.280119e-7,0.000003875994,0.000008312372,0.0001082875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9321715,"threshold_uncertainty_score":0.2091268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00985892974998414,"score_gpt":0.2445377915101561,"score_spread":0.234678861760172,"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."}}