{"id":"W6959523045","doi":"10.7939/r3gt5fr9z","title":"Mapping Canadian Wildland Fire Interface Areas","year":2016,"lang":"en","type":"dissertation","venue":"University of Alberta Library","topic":"Peanut Plant Research Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wildland–urban interface; Interface (matter); Fire protection; Firefighting; Geographic information system; Distribution (mathematics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002608252,0.0001430123,0.0002094918,0.00004365947,0.0002440302,0.00002246664,0.000469882,0.0001615637,0.002412949],"category_scores_gemma":[0.0000257115,0.00006328974,0.00009315913,0.0001560525,0.00005402268,0.0003059893,0.00008262071,0.0001311846,0.00002354281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002989841,"about_ca_system_score_gemma":0.00008592497,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2492464,"about_ca_topic_score_gemma":0.5271693,"domain_scores_codex":[0.9992434,0.00003866474,0.00008264545,0.0002376039,0.0001339396,0.0002637709],"domain_scores_gemma":[0.9993957,0.0002513235,0.00008748237,0.00005308041,0.00002739424,0.0001850275],"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":[0.0007391965,0.0001429378,0.1636446,0.0004277657,0.0007807538,0.0003133578,0.01593511,0.000002141035,0.0123949,0.0002896074,0.6739846,0.131345],"study_design_scores_gemma":[0.0001615189,0.00009652421,0.2888054,0.0007523457,0.00001782757,0.0000029716,0.007256449,0.000008075233,0.0004952054,0.0001482285,0.7018757,0.0003797238],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8724595,0.0003202374,5.208118e-8,0.002620889,0.00007789712,0.0001135629,0.000153082,0.00002028078,0.1242344],"genre_scores_gemma":[0.7245968,0.0009431387,0.00001442186,0.00003873321,0.00008864994,1.82968e-7,0.004417311,7.540401e-7,0.2699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2779229,"threshold_uncertainty_score":0.998499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01012378842639138,"score_gpt":0.1793817876600755,"score_spread":0.1692579992336841,"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."}}