{"id":"W6981010503","doi":"","title":"Détermination des effets des pratiques sylvicoles sur les stocks et les flux de carbone en forêt boréale tourbeuse","year":2025,"lang":"fr","type":"other","venue":"Depositum (Université du Québec en Abitibi-Témiscamingue)","topic":"Forest Biomass Utilization and Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Carbon stock; Natural regeneration; Environmental factor; Western europe","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004225419,0.0009645525,0.0007700037,0.0009627964,0.0006512872,0.0002788538,0.0007756418,0.0009380593,0.002085176],"category_scores_gemma":[0.0003249172,0.001160197,0.0003537855,0.0005214702,0.000442101,0.0005113647,0.0004814799,0.0005971121,0.0001068277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002313026,"about_ca_system_score_gemma":0.0006748753,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.245368,"about_ca_topic_score_gemma":0.7702289,"domain_scores_codex":[0.9968174,0.0005804086,0.0005442885,0.0008059719,0.0004244559,0.0008275119],"domain_scores_gemma":[0.9979488,0.0005378393,0.00029222,0.0006077088,0.0003107719,0.0003026925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003612997,0.00230009,0.1878612,0.0251887,0.005184446,0.003489654,0.09573805,0.01344358,0.1490195,0.1211263,0.1070106,0.2892766],"study_design_scores_gemma":[0.002891557,0.0003701464,0.8223612,0.005512737,0.001524431,0.0001363273,0.004727123,0.0187987,0.008522515,0.0003230495,0.1325285,0.002303692],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3088738,0.009138569,0.4468988,0.0009959271,0.0005380553,0.001581495,0.0001391586,0.001207397,0.2306268],"genre_scores_gemma":[0.7277709,0.001901882,0.006708987,0.0001162288,0.0002255663,0.00003760846,0.0002855305,0.0003405688,0.2626128],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6345,"threshold_uncertainty_score":0.9990848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003899198497864922,"score_gpt":0.1887228296647478,"score_spread":0.1848236311668828,"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."}}