{"id":"W4410109682","doi":"10.59297/zfwqed06","title":"Case studies of Wildfire Evacuations in Canada Between 2020 and 2023 Using Publicly Available Sources","year":2025,"lang":"en","type":"article","venue":"Proceedings of the ... International ISCRAM Conference","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Environmental science; Geography","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":[0.005678517,0.0005377039,0.000366436,0.004442928,0.01103662,0.003342535,0.002204207,0.001640233,0.002238478],"category_scores_gemma":[0.01229194,0.0004262473,0.0006334631,0.01435956,0.002041361,0.001200788,0.002854341,0.001208205,0.0001706303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05983097,"about_ca_system_score_gemma":0.063237,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9802614,"about_ca_topic_score_gemma":0.9930568,"domain_scores_codex":[0.9953806,0.001235513,0.0003696249,0.000227892,0.001548412,0.001237965],"domain_scores_gemma":[0.9877966,0.005447272,0.001254762,0.0005327022,0.004172438,0.0007961825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001050615,0.0007242469,0.391443,0.004584485,0.0004355619,0.06197488,0.3044499,0.02664665,0.001657923,0.02617374,0.04476691,0.1360921],"study_design_scores_gemma":[0.00007573192,0.0001795998,0.2490795,0.003057809,0.0002272295,0.002839411,0.5904042,0.005805732,0.001858498,0.001836007,0.1444095,0.0002267303],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9133551,0.00314852,0.002659701,0.003060782,0.00009230282,0.00171649,0.01330736,0.0000789623,0.06258063],"genre_scores_gemma":[0.9765721,0.003755043,0.005403844,0.000580712,0.00002259317,0.0005955253,0.005139147,0.00002422114,0.007906816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05983097,"threshold_uncertainty_score":0.4341061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03227970143241356,"score_gpt":0.2610990701626423,"score_spread":0.2288193687302287,"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."}}