{"id":"W2942384478","doi":"10.1007/s10021-019-00385-7","title":"The Potential of Agricultural Conversion to Shape Forest Fire Regimes in Mediterranean Landscapes","year":2019,"lang":"en","type":"article","venue":"Ecosystems","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":66,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec en Outaouais; University of Toronto; Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Seventh Framework Programme","keywords":"Mediterranean climate; Environmental science; Land cover; Ecosystem services; Fire regime; Agriculture; Agricultural land; Climate change; Vegetation (pathology); Ecosystem; Land use; Spatial ecology; Fire protection; Land use, land-use change and forestry; Ecology; Agroforestry; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005239601,0.0001455753,0.0002447482,0.00002914583,0.00007453939,0.00003696286,0.0004109584,0.00007808997,0.000457116],"category_scores_gemma":[0.00003793825,0.00008766929,0.00007257851,0.0002409282,0.00002272109,0.0001767965,0.0001539072,0.00009633232,0.002041739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001230051,"about_ca_system_score_gemma":0.000005920961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001991819,"about_ca_topic_score_gemma":0.004224296,"domain_scores_codex":[0.9985528,0.0001318985,0.0003401443,0.0002788239,0.0003945724,0.0003017598],"domain_scores_gemma":[0.9992966,0.0001465737,0.0001476907,0.0003104505,0.00001058198,0.00008811742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001662695,0.0001217627,0.8806564,0.0003581271,0.00004973267,0.00002473456,0.002016224,0.006126276,0.05325335,0.00006003372,0.05100158,0.006165462],"study_design_scores_gemma":[0.00100085,0.0003569892,0.8600692,0.0003025294,0.00001009547,0.00004272165,0.001141719,0.1138686,0.001973183,0.000009449907,0.02089456,0.0003300785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943742,0.00009271426,0.00000248307,0.0003652999,0.001400599,0.000842837,0.00000920682,0.00002742355,0.002885265],"genre_scores_gemma":[0.9987893,0.00000737684,0.00001147962,0.00002234683,0.0001075454,0.00002866112,0.00001035978,0.00001258231,0.001010392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1077424,"threshold_uncertainty_score":0.9987353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003714097630523708,"score_gpt":0.1819697995718897,"score_spread":0.1782557019413659,"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."}}