{"id":"W6929163250","doi":"10.4224/20377340","title":"Fire tests tool: technical document","year":2005,"lang":"en","type":"report","venue":"NPARC","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fire safety; Fire test; Test (biology); Fire protection; Fire investigation; Information system","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000160771,0.0003059536,0.0003769684,0.00006114167,0.00006718592,0.0001105061,0.0002823668,0.0001855012,0.003811833],"category_scores_gemma":[0.000008338287,0.00027539,0.0003690996,0.0001313985,0.00009234392,0.0001174609,0.0001374548,0.0004289097,0.0002453697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006956812,"about_ca_system_score_gemma":0.0003861118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004317678,"about_ca_topic_score_gemma":0.000002658639,"domain_scores_codex":[0.9984782,0.00001194908,0.0003530391,0.0004121405,0.000374215,0.0003704099],"domain_scores_gemma":[0.9991438,0.00003466496,0.0001685556,0.0004620038,0.0001044378,0.00008655514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008142644,0.0002734787,0.002844438,0.0000427604,0.000122508,0.00001369519,0.00001009637,8.45223e-7,0.001498338,0.005835455,0.3711372,0.618213],"study_design_scores_gemma":[0.0001687768,0.0000595785,0.002118026,0.0001329601,0.00006131016,0.00001072829,0.000006599896,3.215273e-7,0.0008699708,0.01241863,0.9837757,0.000377379],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006990823,0.0001920454,0.00009940461,0.00009976615,0.0004847466,0.0002642465,0.0002318482,0.0001004648,0.9915367],"genre_scores_gemma":[0.951081,0.0001096452,0.002292328,0.00006284607,0.001867144,0.0001201205,0.0004915352,0.00005898092,0.0439164],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9476203,"threshold_uncertainty_score":0.9999698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01398339948176325,"score_gpt":0.2947881065442874,"score_spread":0.2808047070625241,"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."}}