{"id":"W7159758815","doi":"","title":"Coévolution de la végétation et des régimes de feux en réponse aux principaux épisodes climatiques rapides du dernier millénaire, au niveau de deux lacs situés dans la pessière à mousse de l’est du Québec","year":2025,"lang":"fr","type":"dissertation","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vegetation (pathology); Boreal; Deciduous; Taiga; Precipitation; Climate change; Fire regime; Water level","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":[0.0007410354,0.0001912983,0.0002105285,0.0008459758,0.0009272983,0.001367315,0.0003798579,0.0004731437,0.002249025],"category_scores_gemma":[0.00148859,0.000193767,0.000231707,0.000685079,0.0007389294,0.0002918405,0.0003171046,0.0004264615,0.0002067453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004569299,"about_ca_system_score_gemma":0.002007264,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.694087,"about_ca_topic_score_gemma":0.8436319,"domain_scores_codex":[0.9997281,0.00005615169,0.000007561136,0.00008313661,0.00004550535,0.00007947277],"domain_scores_gemma":[0.9991128,0.000250813,0.0001535591,0.00004631229,0.0002019075,0.0002346537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001574195,0.00004745198,0.9840159,0.00001059705,0.0001038464,0.0001102605,0.001144608,0.001368836,0.004843419,0.000467491,0.0001909732,0.007539046],"study_design_scores_gemma":[0.000001815077,0.000008496729,0.9987797,0.000002146274,0.000004009401,0.00002035604,0.0001790781,0.0007195644,0.00003967032,0.00001774085,0.0002246744,0.000002736722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993898,0.00005303584,0.00005860235,0.00002955661,0.000001131221,0.000001314047,0.0000610787,0.00000243637,0.0004030272],"genre_scores_gemma":[0.9991575,0.00003951987,0.0000644022,0.00000667955,0.000001778052,0.000002307466,0.00008774859,0.000002369501,0.0006376654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.305913,"threshold_uncertainty_score":0.6154291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006081232459259005,"score_gpt":0.2357468739914721,"score_spread":0.2296656415322131,"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."}}