{"id":"W6910557890","doi":"10.4224/20377822","title":"Development of a fuel package for use in the Fire Performance of Houses Project","year":2006,"lang":"en","type":"report","venue":"NPARC","topic":"","field":"","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fire performance; Fire investigation; Fire safety; Work (physics); Fire test","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":[0.001782576,0.0003412163,0.0007121026,0.0003200205,0.00004766592,0.00002126824,0.0004958103,0.0002356733,0.0000156528],"category_scores_gemma":[0.0003377148,0.0002360082,0.000166998,0.0004829676,0.0001194617,0.0001207318,0.00008646943,0.0002697285,0.00001730405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003942009,"about_ca_system_score_gemma":0.004425237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002954216,"about_ca_topic_score_gemma":0.001479443,"domain_scores_codex":[0.9969327,0.00007109128,0.001033442,0.0003492845,0.001231403,0.0003820199],"domain_scores_gemma":[0.9975939,0.0002070188,0.00102513,0.0006696781,0.0004861025,0.00001814981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001180139,0.002957932,0.1270019,0.03627947,0.0007396708,0.00006610912,0.01973379,0.00003397039,0.02959321,0.00005694629,0.7180029,0.06435401],"study_design_scores_gemma":[0.001795855,0.0003964323,0.1810339,0.003833155,0.0002766702,0.00008530791,0.0005247408,0.0002383103,0.02570462,0.00007028279,0.7849362,0.001104455],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729885,0.0002521702,0.00001303699,0.000004813076,0.0001083094,0.002450969,0.0009196851,0.00004746643,0.02321509],"genre_scores_gemma":[0.9698237,0.0002739951,0.02645721,0.000008255814,0.000105859,0.0008862142,0.0004998581,0.000218566,0.001726374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06693339,"threshold_uncertainty_score":0.9624135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09952228284051622,"score_gpt":0.3176357682930043,"score_spread":0.218113485452488,"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."}}