{"id":"W7029447012","doi":"","title":"La dégradation photochimique et biologique de la matière organique dissoute provenant de mares thermokarstiques et de sources terrestres des paysages de pergélisol arctique de l’est du Canada / Photochemical and biological degradation of dissolved organic matter from thermokarst ponds and terrestrial sources in arctic permafrost landscapes of eastern Canada.","year":2023,"lang":"fr","type":"dissertation","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Western europe; Fragmentation (computing); Pesticide degradation","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":[0.0001381244,0.0002513684,0.0001653541,0.0006906741,0.0008009433,0.000721569,0.0002927592,0.0002007259,0.002778289],"category_scores_gemma":[0.0001434662,0.0001487636,0.0002781898,0.0009025924,0.0004174391,0.0001908585,0.0001700322,0.0002353301,0.0004137695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004671639,"about_ca_system_score_gemma":0.003155497,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6948566,"about_ca_topic_score_gemma":0.8671281,"domain_scores_codex":[0.9998791,0.000003096368,0.00000355291,0.00003384649,0.00005001929,0.00003024397],"domain_scores_gemma":[0.9998652,0.00001133662,0.00001813815,0.000006427119,0.00008338122,0.00001554151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003676543,0.00003059743,0.05333348,0.0003199257,0.00006737565,0.0002303596,0.001278684,0.00142567,0.9030817,0.0005515428,0.0009460905,0.03836704],"study_design_scores_gemma":[0.000008383226,0.0001111726,0.6865236,0.00004824527,0.00009537744,0.0002037313,0.001763739,0.001373117,0.2935595,0.0001756615,0.0161121,0.00002542512],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880686,0.001024161,0.001534458,0.0000659269,0.00001743148,0.00001846676,0.001473946,0.00004435056,0.007752588],"genre_scores_gemma":[0.9826345,0.0009045685,0.001294815,0.00003750464,0.000003133434,0.00001279457,0.001195436,0.00003438421,0.0138829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3051434,"threshold_uncertainty_score":0.6138808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03815447046944588,"score_gpt":0.2760941979568339,"score_spread":0.2379397274873881,"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."}}