{"id":"W7002021500","doi":"","title":"A Model for calculating the probabilities of flame spread from fires in multi-storey buildings","year":2001,"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":"Field (mathematics); Noise (video); Stability (learning theory); 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":[0.001809964,0.0005754289,0.001088667,0.001019877,0.0008898561,0.001925262,0.00303631,0.002192236,0.005392598],"category_scores_gemma":[0.008090959,0.0009983254,0.001264789,0.0009759324,0.0007509703,0.002106974,0.000999716,0.001187552,0.001011751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001396458,"about_ca_system_score_gemma":0.001241622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02405221,"about_ca_topic_score_gemma":0.01999731,"domain_scores_codex":[0.9994316,0.0001367334,0.0000400552,0.0001423745,0.0001412763,0.0001079696],"domain_scores_gemma":[0.9957752,0.003028745,0.0003228665,0.0002491907,0.0004496559,0.000174401],"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":[0.00005410281,0.00002663294,0.002215202,0.00001788135,0.0000222363,0.00004597641,0.00002983821,0.9866477,0.0002826058,0.00367106,0.0003809505,0.00660592],"study_design_scores_gemma":[0.000005262447,0.000006268812,0.0002711396,0.000001910301,0.000006998435,0.00001473475,0.000004190406,0.9977476,0.0001237912,0.001725474,0.00008787775,0.000004580542],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1835166,0.0002681578,0.8104576,0.0003990121,0.00008677087,0.0001221615,0.0007879107,0.001107214,0.003254574],"genre_scores_gemma":[0.8818952,0.000280707,0.1075971,0.0000759554,0.00008188899,0.0001963272,0.0009172288,0.0001921665,0.008763353],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02405221,"threshold_uncertainty_score":0.04782438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04606439584723229,"score_gpt":0.2751214117274851,"score_spread":0.2290570158802528,"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."}}