{"id":"W4404497200","doi":"10.3390/fire7110419","title":"Driving Factors and Future Trends of Wildfires in Alberta, Canada","year":2024,"lang":"en","type":"article","venue":"Fire","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Geography; Environmental science; Political science; Physical geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003662314,0.0002196949,0.000111769,0.0008261199,0.0007625398,0.0007592497,0.0004641307,0.000196919,0.001121047],"category_scores_gemma":[0.0006365227,0.00011025,0.0002547017,0.001165149,0.0002455188,0.0002278849,0.0001846405,0.0003055301,0.0001234853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01080678,"about_ca_system_score_gemma":0.009182928,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9826127,"about_ca_topic_score_gemma":0.9935459,"domain_scores_codex":[0.9998343,0.000008949741,0.000008383931,0.00002685502,0.00007264117,0.00004890409],"domain_scores_gemma":[0.9994993,0.00003952174,0.00008047109,0.00001041855,0.0002823733,0.00008794292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005484474,0.00002739888,0.9772659,0.00002182788,0.00003950898,0.00008732177,0.0001819802,0.004013939,0.0005237598,0.0002991188,0.001312612,0.01617184],"study_design_scores_gemma":[0.000005152396,0.00001118307,0.9885029,0.00002324125,0.00002420903,0.00005141859,0.0008226477,0.008053149,0.0001728456,0.000141928,0.002181352,0.000009945558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924319,0.0008104825,0.0006243577,0.0003401217,0.00001499979,0.00001136054,0.002913067,0.00004477568,0.002809002],"genre_scores_gemma":[0.9959525,0.0005925432,0.0005917867,0.00003960971,0.000005799747,0.000004028175,0.001737919,0.000004838629,0.001071028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01738727,"threshold_uncertainty_score":0.07840908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002722438878339849,"score_gpt":0.1817193042975897,"score_spread":0.1789968654192498,"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."}}