{"id":"W4416427497","doi":"10.64628/aap.nfjvpyqyu","title":"Les tourbières sont essentielles pour nos écosystèmes, mais elles sont peu considérées et peu étudiées","year":2025,"lang":"","type":"article","venue":"","topic":"Aeolian processes and effects","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Context (archaeology); Yield (engineering); Quality (philosophy); Component (thermodynamics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0005462723,0.000594911,0.0005712174,0.00124297,0.002704643,0.003579954,0.0005334604,0.001309718,0.01425638],"category_scores_gemma":[0.001812078,0.0002762898,0.0006245426,0.002307898,0.001837499,0.003315683,0.001077057,0.001134662,0.001279618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002466222,"about_ca_system_score_gemma":0.002453656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09718163,"about_ca_topic_score_gemma":0.2424693,"domain_scores_codex":[0.9994565,0.0001367548,0.00002032747,0.00008208236,0.0001396729,0.0001647028],"domain_scores_gemma":[0.9987506,0.0003921873,0.0002604605,0.00008689649,0.0003708363,0.0001389837],"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":[0.001090348,0.0001644137,0.3496947,0.004544072,0.000719465,0.003779941,0.02151767,0.01139935,0.03808535,0.1324307,0.01649986,0.4200741],"study_design_scores_gemma":[0.00005261667,0.0004494595,0.4263093,0.001229613,0.0002908964,0.004306413,0.04225751,0.005093649,0.005387148,0.02777308,0.4866428,0.00020753],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7950123,0.04145577,0.01948063,0.01099563,0.0007925674,0.00008871539,0.003246565,0.0001708088,0.128757],"genre_scores_gemma":[0.9138687,0.02451217,0.00882548,0.0008545428,0.0002478962,0.00005375113,0.0008313447,0.0001197466,0.05068656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09718163,"threshold_uncertainty_score":0.1932319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01625069254922533,"score_gpt":0.271935053677207,"score_spread":0.2556843611279817,"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."}}