{"id":"W7039395683","doi":"","title":"Menaces anthropiques sur les tourbières : étude de cas au Centre-du-Québec","year":2025,"lang":"fr","type":"other","venue":"Archipelago (University of Quebec in Montreal)","topic":"Tree Root and Stability Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tropical rain forest; Western europe; Pieridae","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":[0.0002114174,0.0005569003,0.001017815,0.0004997513,0.0002680094,0.00002178044,0.0006243385,0.0003983192,0.001565746],"category_scores_gemma":[0.000145016,0.0006878271,0.0003392383,0.0002766826,0.0007588987,0.0001637316,0.0003696667,0.0005187247,0.00005338128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001348531,"about_ca_system_score_gemma":0.000845672,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9958326,"about_ca_topic_score_gemma":0.9999884,"domain_scores_codex":[0.9978547,0.0002775408,0.0003410135,0.0005406002,0.000244309,0.0007418722],"domain_scores_gemma":[0.9983693,0.0007179585,0.0001685729,0.000478242,0.0001053573,0.0001605219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001453688,0.0003560478,0.4688581,0.001519551,0.00077714,0.0004138765,0.1497975,0.00236442,0.00005347105,0.004132573,0.005322014,0.3662599],"study_design_scores_gemma":[0.001032643,0.00006316252,0.9343569,0.001194015,0.0002731078,0.000003280574,0.04462417,0.001731895,0.00005571416,0.001649395,0.01440156,0.000614138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9136676,0.007965414,0.0016141,0.004510949,0.0002949458,0.0004434939,0.0002066016,0.0001823864,0.0711145],"genre_scores_gemma":[0.9033198,0.001849038,0.001242857,0.000007744631,0.000127284,0.000001091334,0.00002187356,0.00007526903,0.09335501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4654988,"threshold_uncertainty_score":0.9995573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007533449567189655,"score_gpt":0.1834067921648623,"score_spread":0.1758733425976726,"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."}}