{"id":"W7001171984","doi":"","title":"Interaction entre la diversité des espèces d’arbres et la ressource en eau sur le recyclage des nutriments en forêt","year":2021,"lang":"en","type":"article","venue":"theses.fr (ABES)","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sugar industry; Main river; Long-term prediction","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001010793,0.0001726714,0.0002542725,0.00003981544,0.0003277684,0.0001325355,0.0002983654,0.0001531153,0.002335572],"category_scores_gemma":[0.0007276665,0.0001452295,0.0001602334,0.000308913,0.0002829532,0.0005349619,0.0005475569,0.0002017798,0.0002082377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004399692,"about_ca_system_score_gemma":0.00001898271,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01795288,"about_ca_topic_score_gemma":0.004253557,"domain_scores_codex":[0.9975828,0.001163188,0.0002308867,0.000403229,0.0002814531,0.0003384387],"domain_scores_gemma":[0.9983166,0.001174998,0.00009518571,0.0002734409,0.0000250469,0.0001147105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001660277,0.001434942,0.8977821,0.0001656497,0.0003044746,0.0003016674,0.04989794,0.004322923,0.01313012,0.002496371,0.0005230074,0.02947475],"study_design_scores_gemma":[0.001094821,0.0001429859,0.6953519,0.0001667245,0.0001763503,0.0000595031,0.08120632,0.0006509557,0.02019457,0.01339228,0.1869711,0.0005924765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8977515,0.00008052374,0.0001367106,0.0002159155,0.00003738519,0.00012556,0.000006441746,0.00006079351,0.1015852],"genre_scores_gemma":[0.9978545,0.0001552116,0.0003264714,0.00008245541,0.00003085993,0.00001903613,0.00001001774,0.00001232418,0.001509098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2024302,"threshold_uncertainty_score":0.9985764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01500807164114213,"score_gpt":0.2475960032381954,"score_spread":0.2325879315970533,"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."}}