{"id":"W7028498028","doi":"","title":"Evaluation of structural fire performance of unprotected assemblies for houses","year":2000,"lang":"en","type":"article","venue":"NPARC","topic":"Diverse Specialized Academic Research","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tower; Fire safety; Fire protection; Fire resistance","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001053295,0.00006354966,0.0002224581,0.0001045299,0.00004114653,0.00001032795,0.0001877291,0.00007110189,0.006178117],"category_scores_gemma":[0.0002705602,0.00006840934,0.00006047735,0.000189207,0.00006804121,0.000175387,0.00001798232,0.00007395286,0.00004725153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005971554,"about_ca_system_score_gemma":0.00004457957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004088213,"about_ca_topic_score_gemma":0.000002512861,"domain_scores_codex":[0.999167,0.00002004259,0.0003648454,0.0001569571,0.0001411055,0.0001500738],"domain_scores_gemma":[0.9994177,0.00004156317,0.0001788432,0.0001608927,0.0001782602,0.00002269133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00053837,0.0001089606,0.05500291,0.0004585655,0.0002780165,2.510148e-7,0.001823838,0.002891597,0.00892857,0.0607571,0.004499181,0.8647127],"study_design_scores_gemma":[0.005556008,0.0006564914,0.1957484,0.0001109265,0.00006892389,0.000002260652,0.0002187812,0.5056868,0.05131039,0.2236264,0.01647997,0.0005347073],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9446931,0.0002448069,0.00001115883,0.00006479249,0.00006413044,0.0003999186,0.0001489551,0.000009927352,0.0543632],"genre_scores_gemma":[0.9982219,0.0001750515,0.000874649,0.000007703541,0.00005564989,0.00003796279,0.000008475655,0.000009786762,0.0006087974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8641779,"threshold_uncertainty_score":0.9947304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1004897727865651,"score_gpt":0.3067273764633103,"score_spread":0.2062376036767453,"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."}}