{"id":"W4255633369","doi":"10.22215/etd/2005-07987","title":"Analysis of Ontario fires and reliability of active fire protection systems","year":2005,"lang":"en","type":"dissertation","venue":"","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Library and Archives Canada","funders":"","keywords":"Reliability (semiconductor); Humanities; Computer science; Art; Physics; Power (physics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005897381,0.0002667221,0.0002057558,0.000799927,0.0005399493,0.0005920691,0.000526248,0.0002273711,0.001931285],"category_scores_gemma":[0.004127573,0.000235278,0.0003477049,0.0005798156,0.0004241985,0.0003219843,0.0002134162,0.0002235127,0.0001473521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00681559,"about_ca_system_score_gemma":0.002771116,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6067126,"about_ca_topic_score_gemma":0.7107729,"domain_scores_codex":[0.9996446,0.00004159217,0.00001689043,0.00004193086,0.000174376,0.00008053816],"domain_scores_gemma":[0.9969304,0.001207846,0.0004681534,0.0001509922,0.001102579,0.000140038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007878492,0.00009495004,0.5064689,0.0001643223,0.0002657495,0.0004661299,0.0006563767,0.4446052,0.009175309,0.002497804,0.001519927,0.03329741],"study_design_scores_gemma":[0.00003656284,0.0002749108,0.5993886,0.00002432911,0.0001410381,0.0001334904,0.0005720297,0.390877,0.004854357,0.001337663,0.002329235,0.00003074044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950878,0.0001313298,0.001916926,0.00005352197,0.00000396182,0.00002129737,0.0004735313,0.00001974608,0.002291903],"genre_scores_gemma":[0.9978418,0.0000559086,0.0003258572,0.000002780344,0.000002270192,0.000005736495,0.000260325,0.000004814948,0.001500454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3932874,"threshold_uncertainty_score":0.791207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004972803169456533,"score_gpt":0.2113658031283195,"score_spread":0.206392999958863,"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."}}