{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001723203,0.0003683245,0.0005652482,0.001021219,0.0007851506,0.001198107,0.0009366727,0.0008315508,0.004075852],"category_scores_gemma":[0.004468563,0.0001864363,0.000846909,0.0009342684,0.0003362167,0.0009256763,0.001109813,0.0008045872,0.001025611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001491923,"about_ca_system_score_gemma":0.003424407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02998914,"about_ca_topic_score_gemma":0.04728105,"domain_scores_codex":[0.9987796,0.0002334017,0.00004739491,0.0001631481,0.0005264561,0.0002500226],"domain_scores_gemma":[0.9954032,0.001119165,0.0007780117,0.0003158308,0.001872498,0.0005112914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0065654,0.00536359,0.8527635,0.0008402669,0.0004858635,0.0004271937,0.004283829,0.004154321,0.0103959,0.001507232,0.01383337,0.09937955],"study_design_scores_gemma":[0.00003625181,0.002061448,0.9888269,0.0000417763,0.00007508483,0.00006268478,0.002786698,0.0002597503,0.002787296,0.0002187572,0.002825465,0.00001785828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772336,0.0002738122,0.0005521782,0.0006248171,0.00004846726,0.0003217199,0.005624827,0.00002848284,0.01529201],"genre_scores_gemma":[0.9894861,0.0003215469,0.000437177,0.0002635496,0.00006389234,0.0001250882,0.003426852,0.00002206048,0.0058537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02998914,"threshold_uncertainty_score":0.05962914,"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."}}