{"id":"W3165080559","doi":"10.34894/mwggnq","title":"Canadian wildfire responder network","year":2021,"lang":"en","type":"dataset","venue":"DataverseNL","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Brock University","funders":"","keywords":"First responder; Corporate governance; Collaborative governance; Qualitative property; Business; Environmental planning; Environmental resource management; Geography; Computer science; Environmental science; Medical emergency; Medicine; Finance","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":[0.001381821,0.001845705,0.001306454,0.00623863,0.003141038,0.003042924,0.004179324,0.001843809,0.1046701],"category_scores_gemma":[0.009197868,0.0007547627,0.001038987,0.01469134,0.0006163973,0.001565965,0.002032702,0.002274959,0.06210912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01488151,"about_ca_system_score_gemma":0.02611222,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9243352,"about_ca_topic_score_gemma":0.9620077,"domain_scores_codex":[0.9981823,0.0001366171,0.0001222616,0.0003775196,0.0007614091,0.0004199939],"domain_scores_gemma":[0.9930321,0.0006850353,0.0003477905,0.000729889,0.004370128,0.0008350186],"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":[0.00002014672,0.000005269607,0.0005721166,0.0001413967,0.00000892773,0.000007710642,0.00001566495,0.000119844,0.0000198941,0.0005880287,0.9972784,0.001222618],"study_design_scores_gemma":[0.00005762152,0.00000343512,0.005462522,0.0002824839,0.00002465731,0.00001466259,0.000101297,0.0003570053,0.0001504358,0.0007116194,0.9927977,0.00003663433],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005224292,0.00002621983,0.00002040669,0.00005612619,0.000008741766,0.000006958565,0.9985598,0.0000677979,0.001201777],"genre_scores_gemma":[0.0003332238,0.00005607146,0.0001850366,0.0000444401,0.000003459488,0.00004255347,0.9978287,0.00004895628,0.001457511],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1046701,"threshold_uncertainty_score":0.3501563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006064535240615403,"score_gpt":0.2031151053236549,"score_spread":0.1970505700830395,"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."}}