{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01284123,0.0005916981,0.0004889975,0.0004620545,0.0003660232,0.0005402935,0.0008566498,0.0005594219,0.0009005405],"category_scores_gemma":[0.002664807,0.0006850847,0.0003482063,0.000918865,0.0003179067,0.0001974917,0.0004735645,0.0006034729,0.0002714474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001566146,"about_ca_system_score_gemma":0.0008610066,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006334381,"about_ca_topic_score_gemma":0.02754141,"domain_scores_codex":[0.9928843,0.003195363,0.0009075453,0.0008464193,0.0015022,0.0006641527],"domain_scores_gemma":[0.9939724,0.0005827431,0.0003398285,0.001554279,0.003227792,0.0003230108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001051848,0.0006806816,0.01733731,0.003011333,0.001353342,0.0001118144,0.04632786,0.01761034,0.008114036,0.1868238,0.02923898,0.6893799],"study_design_scores_gemma":[0.0007282138,0.000001034913,0.01225548,0.004509578,0.001123975,0.00006212885,0.0006413712,0.5385903,0.01663302,0.002750085,0.4217593,0.0009456119],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03515889,0.009750887,0.3491881,0.005918664,0.001571509,0.001153643,0.0001165066,0.0005369259,0.5966049],"genre_scores_gemma":[0.9104663,0.005648661,0.01788711,0.00003784405,0.0001187781,0.0003336372,0.001379054,0.0002234177,0.06390524],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8753074,"threshold_uncertainty_score":0.9995601,"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."}}