{"id":"W2623935826","doi":"","title":"Projet FarmLand : Quel est le rôle de l'hétérogénéité spatiale de la mosaïque des cultures sur la biodiversité et les services écosystémiques?","year":2013,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Forestry; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003427582,0.0004730118,0.0004220247,0.0004901764,0.0007997429,0.001394631,0.0008806825,0.000526526,0.003877895],"category_scores_gemma":[0.001122527,0.000172141,0.0004545137,0.000776875,0.0004932731,0.0008514978,0.0008997511,0.0006083849,0.0009203574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00161722,"about_ca_system_score_gemma":0.003581659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02613416,"about_ca_topic_score_gemma":0.05194677,"domain_scores_codex":[0.9991741,0.0002738377,0.00002633079,0.0002147326,0.0001895218,0.0001215219],"domain_scores_gemma":[0.9978846,0.0003816014,0.0001665509,0.0002226994,0.0009260065,0.0004186659],"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":[0.001995491,0.001347834,0.1968824,0.001338643,0.0003266789,0.001023258,0.004035167,0.005364097,0.4131608,0.00888811,0.01091658,0.3547209],"study_design_scores_gemma":[0.0004078549,0.006887097,0.7055256,0.0004355038,0.0003298377,0.0008078879,0.007585346,0.003760994,0.08848465,0.003892598,0.1817441,0.0001384724],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9319714,0.003488755,0.0208571,0.003571896,0.0001671957,0.0007119283,0.00544189,0.000365717,0.03342415],"genre_scores_gemma":[0.8308693,0.003941191,0.08520257,0.001236041,0.00009352632,0.001177074,0.01478303,0.00021083,0.06248644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02613416,"threshold_uncertainty_score":0.0519641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009545811506856287,"score_gpt":0.2127451943426964,"score_spread":0.2031993828358401,"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."}}