{"id":"W2050115282","doi":"10.4996/fireecology.0701001","title":"Special Issue 4th International Fire Congress: Fire as a Global Process","year":2011,"lang":"en","type":"article","venue":"Fire Ecology","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Native Mental Health Association of Canada","funders":"","keywords":"Process (computing); Geography; Environmental science; Environmental resource management; Ecology; Computer science; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"category_scores_codex":[0.000200067,0.0002376852,0.0002797529,0.00001560154,0.0001425744,0.00003110064,0.0007620262,0.0002449469,0.08357234],"category_scores_gemma":[0.0002181876,0.000231294,0.00007738003,0.0002024258,0.0002537924,0.0003154948,0.0003135207,0.0001736445,0.0185895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004664893,"about_ca_system_score_gemma":0.00004797344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001806966,"about_ca_topic_score_gemma":0.002856851,"domain_scores_codex":[0.998222,0.0001046185,0.0003176637,0.0005503293,0.0003200941,0.0004853227],"domain_scores_gemma":[0.9992726,0.00006482639,0.0001808611,0.0002939825,0.0000241237,0.0001635936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001736079,0.0004781188,0.5675524,0.00003804813,0.00008334129,0.0004191132,0.001603213,0.00003348485,0.00003221008,0.0001641752,0.3534274,0.07599489],"study_design_scores_gemma":[0.001150806,0.0007154785,0.5053446,0.00003909793,0.00003136412,0.0003284179,0.0002272889,0.00752787,0.0003040852,0.001318486,0.4824433,0.0005691837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7749746,0.00001487258,0.000001515567,0.0004508492,0.006444537,0.0003705572,0.00004311342,0.00009206104,0.2176079],"genre_scores_gemma":[0.9908094,0.000009678557,0.0001361658,0.0006288723,0.002541603,0.00009979012,0.00002554928,0.00002199444,0.005726889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2158349,"threshold_uncertainty_score":0.9821746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00818470007020336,"score_gpt":0.2408040434057966,"score_spread":0.2326193433355932,"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."}}