{"id":"W353847017","doi":"","title":"Fire Watcher by Vivian Demuth","year":2014,"lang":"en","type":"article","venue":"Scholars Commons (Wilfrid Laurier University)","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"History; Environmental science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002623407,0.0002087656,0.0002167128,0.0001767596,0.0002885771,0.00006585543,0.0006175544,0.0001661615,0.0001634678],"category_scores_gemma":[0.00003152475,0.0002405133,0.0001086706,0.000585672,0.00009709656,0.000402182,0.0001632471,0.0006786034,0.0001825728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001573683,"about_ca_system_score_gemma":0.0000273599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000640146,"about_ca_topic_score_gemma":0.0002190533,"domain_scores_codex":[0.9987594,0.0001138556,0.0001302649,0.0002559633,0.0002528581,0.0004876324],"domain_scores_gemma":[0.9990429,0.00007852647,0.00002101969,0.0005193984,0.00006179952,0.000276341],"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":[0.0004405167,0.0009860672,0.1955309,0.0006477386,0.001937133,0.0007839182,0.002578086,0.02005723,0.03109357,0.1218198,0.4127197,0.2114053],"study_design_scores_gemma":[0.0007114728,0.00005320429,0.002504911,0.00002965203,0.00002822287,0.00000459387,0.0001409118,0.05455706,0.0004707036,0.0003159513,0.9407496,0.0004337488],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.832482,0.0002439352,0.003979165,0.001042482,0.0003282075,0.0002108294,0.0001382201,0.0005908943,0.1609843],"genre_scores_gemma":[0.9913853,0.00009899583,0.000350276,0.00006178194,0.00004020365,8.609605e-7,0.00006316924,0.00005133031,0.007948071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5280299,"threshold_uncertainty_score":0.9807848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006035616409343666,"score_gpt":0.1828277263693749,"score_spread":0.1767921099600312,"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."}}