{"id":"W4400479684","doi":"","title":"Evaluation du puits de carbone dans les sols forestiers français","year":2024,"lang":"fr","type":"report","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Forest Biomass Utilization and Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Geology","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":[0.001277521,0.0006956394,0.0005560966,0.00114715,0.00147597,0.001744776,0.0004370054,0.0007117898,0.002861683],"category_scores_gemma":[0.001132802,0.0001899112,0.0009659187,0.000977066,0.0007422765,0.000514006,0.0004424888,0.000728055,0.0004479798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004650124,"about_ca_system_score_gemma":0.001878498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3545238,"about_ca_topic_score_gemma":0.3074558,"domain_scores_codex":[0.9988985,0.0002707773,0.0000380247,0.0001678873,0.0005060648,0.0001187338],"domain_scores_gemma":[0.998935,0.0003104196,0.00008489937,0.00004540853,0.0005205257,0.00010375],"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":[0.01205706,0.001629842,0.198839,0.0007075571,0.0009812099,0.001192759,0.004158591,0.02485726,0.5342702,0.003071738,0.001430489,0.2168043],"study_design_scores_gemma":[0.0003327902,0.007674231,0.5841774,0.0001010671,0.0004783451,0.0004637014,0.005252396,0.02027643,0.3464865,0.0005437718,0.03405612,0.0001573368],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925223,0.0005033991,0.000958288,0.00006837364,0.00001341371,0.00003427544,0.0004105228,0.00002248423,0.005466968],"genre_scores_gemma":[0.9823824,0.0004210668,0.001368511,0.0000228175,0.000007170949,0.00004829166,0.0003517241,0.00001952883,0.01537871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3545238,"threshold_uncertainty_score":0.7049205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02194373270288555,"score_gpt":0.2359925417796201,"score_spread":0.2140488090767345,"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."}}