{"id":"W4313647917","doi":"10.5194/gmd-2022-223-rc3","title":"Review of gmd-2022-223","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Coventry University","keywords":"GCM transcription factors; Climatology; Environmental science; General Circulation Model; Climate change; Scale (ratio); Meteorology; Resource (disambiguation); Climate model; Global warming; Environmental resource management; Geography; Computer science; Cartography","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":[0.003374693,0.001015729,0.0008020813,0.006127818,0.0006103448,0.002855607,0.001872545,0.001378416,0.06560946],"category_scores_gemma":[0.01068061,0.0004009805,0.0009144473,0.005331881,0.0006181691,0.00332156,0.001943685,0.001221028,0.0309199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002695328,"about_ca_system_score_gemma":0.0102463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01069106,"about_ca_topic_score_gemma":0.009927739,"domain_scores_codex":[0.9985746,0.000205558,0.0001488198,0.0001293398,0.0008437812,0.00009794712],"domain_scores_gemma":[0.9931913,0.0009683416,0.0005240879,0.0003513676,0.00441469,0.0005501957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006068684,0.00002590174,0.0001931526,0.007034159,0.00004730259,0.00007409825,0.00004769438,0.0005588321,0.0005234557,0.006538733,0.4345247,0.5503712],"study_design_scores_gemma":[0.000002799047,0.000004680044,0.0002199523,0.001165878,0.00001130934,0.00002593644,0.00001019416,0.00003444458,0.00009391984,0.0004563553,0.9979712,0.000003237088],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.001515793,0.7085395,0.00718783,0.03817506,0.04573623,0.0006116645,0.01804161,0.001329013,0.1788632],"genre_scores_gemma":[0.01185278,0.8435729,0.009009165,0.01134338,0.008645771,0.0004234986,0.01924862,0.0007599413,0.09514402],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.06560946,"threshold_uncertainty_score":0.2194855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02102265990648206,"score_gpt":0.2859364781417729,"score_spread":0.2649138182352908,"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."}}