{"id":"W2129985602","doi":"10.7202/705460ar","title":"Synthèse des impacts écologiques des feux et des coupes forestières sur les lacs de l'écozone boréale au Québec","year":2005,"lang":"fr","type":"article","venue":"Revue des sciences de l eau","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Forestry; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001195358,0.0008975219,0.0006780812,0.003080139,0.001707625,0.001704355,0.0007116965,0.0003519035,0.004137886],"category_scores_gemma":[0.001519374,0.0002753728,0.0009585215,0.003780309,0.0006203573,0.0005213333,0.0005303283,0.0004689083,0.0003594007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0184552,"about_ca_system_score_gemma":0.0123572,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8919136,"about_ca_topic_score_gemma":0.9686201,"domain_scores_codex":[0.9992865,0.00009113455,0.00003071888,0.000120292,0.0003897284,0.00008165805],"domain_scores_gemma":[0.9976345,0.0002666185,0.0001807606,0.00007201579,0.001761067,0.00008499813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001001657,0.0001617407,0.5364434,0.004001339,0.001893316,0.001183191,0.003567258,0.02262878,0.0819702,0.00220862,0.005690544,0.33925],"study_design_scores_gemma":[0.00002930573,0.0003136369,0.9262077,0.0005501106,0.0008164019,0.0001791175,0.003029936,0.002896111,0.01211919,0.0004848711,0.05329743,0.00007608529],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9203869,0.02212665,0.01064404,0.0008875739,0.0001280946,0.0003933497,0.01589423,0.0002809416,0.02925837],"genre_scores_gemma":[0.9255555,0.01587491,0.02268771,0.000288755,0.00003158656,0.000268528,0.01075433,0.0001010781,0.02443768],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1080864,"threshold_uncertainty_score":0.2174459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07557760914218123,"score_gpt":0.3077654658366754,"score_spread":0.2321878566944941,"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."}}