{"id":"W4410633458","doi":"10.1016/s0262-4079(25)00820-6","title":"Canada wildfires prevented 2023 being even hotter","year":2025,"lang":"en","type":"article","venue":"The New Scientist","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Environmental science; Physical geography; Atmospheric sciences; Geography; Geology","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":[0.0004291384,0.0001126779,0.0001095475,0.00002537045,0.0003268401,0.00008423695,0.0006585949,0.00002561518,0.0009955103],"category_scores_gemma":[0.00007063286,0.00008032541,0.00003644818,0.0006098353,0.0001237639,0.0001192648,0.0003098615,0.0001021371,0.0004633936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000380877,"about_ca_system_score_gemma":0.0001752907,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.906984,"about_ca_topic_score_gemma":0.8908213,"domain_scores_codex":[0.9987043,0.00009293651,0.000162336,0.0002958674,0.0004186726,0.0003259412],"domain_scores_gemma":[0.9993063,0.0001046952,0.00005348172,0.0004439736,0.000003895952,0.00008770212],"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":[0.00000467853,0.00001266551,0.02475012,0.000008618596,0.0000132753,0.000009215913,0.00007494186,0.0001168213,0.00435847,0.0001189463,0.9630354,0.007496837],"study_design_scores_gemma":[0.0002966372,0.00001499461,0.4196056,0.00008238349,0.00002088598,0.000008172963,0.00002408881,0.002994643,0.002703809,0.0006627371,0.5734136,0.0001724483],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9380165,0.00007015963,0.0001809982,0.009013922,0.00231599,0.0004511192,0.00001194646,0.00004242508,0.04989699],"genre_scores_gemma":[0.9127515,0.000001161296,0.00006955451,0.001365977,0.00005392023,0.00001029726,0.000003040175,0.000007048399,0.08573753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3948555,"threshold_uncertainty_score":0.9999177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00231210396454324,"score_gpt":0.1952497410645032,"score_spread":0.19293763709996,"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."}}