{"id":"W1923112629","doi":"","title":"LES CHANGEMENTS DE L'OCCUPATION DU SOL DANS LE BASSIN VERSANT DE LA RIVIÈRE CÂU (VIÊT-NAM)","year":2009,"lang":"fr","type":"preprint","venue":"","topic":"Plant Ecology and Soil Science","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Forestry; Geography","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":[0.0002720241,0.0003143954,0.0002230167,0.000760434,0.001478893,0.001086282,0.0004595744,0.000609958,0.006694398],"category_scores_gemma":[0.0004129016,0.000209077,0.0002736638,0.001160249,0.0007230014,0.0004232771,0.0007190121,0.0004234209,0.0006893533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004182617,"about_ca_system_score_gemma":0.002319084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3249568,"about_ca_topic_score_gemma":0.5226747,"domain_scores_codex":[0.9997717,0.00005140447,0.000008950272,0.00003364058,0.00002511536,0.0001092471],"domain_scores_gemma":[0.9996598,0.00005063763,0.00006928033,0.000009340391,0.00006074933,0.0001501797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007978239,0.0001437714,0.886232,0.0003825082,0.0001224551,0.00241351,0.05082303,0.000828888,0.01477092,0.002413902,0.002639396,0.03843189],"study_design_scores_gemma":[0.00001024283,0.00005266136,0.9733996,0.00004309324,0.000009998035,0.0002559006,0.01663347,0.0002406704,0.000372499,0.00006528224,0.008907551,0.000008929395],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965379,0.000283294,0.00006316542,0.0002495526,0.00001979782,0.000006376913,0.0004823696,0.000004160346,0.002353312],"genre_scores_gemma":[0.9886112,0.0003158084,0.0002042034,0.00006265048,0.00002000143,0.00002246322,0.000245858,0.000007630774,0.01051008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3249568,"threshold_uncertainty_score":0.6461307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01358996966097509,"score_gpt":0.2473436271431639,"score_spread":0.2337536574821888,"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."}}