{"id":"W7124228358","doi":"","title":"Rapport introductif: actes du colloque du 5 avril 2024 sur le rôle de la fiscalité dans la transition agro-environnementale et la stratégie bas carbone - Faculté de droit de Laval – Université du Mans","year":2025,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Agriculture, Land Use, Rural Development","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Legislation; Work (physics); Context (archaeology); Order (exchange); Public policy","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":[],"consensus_categories":[],"category_scores_codex":[0.003090331,0.0002414304,0.000234643,0.00003809438,0.0005669597,0.0002903744,0.0005820024,0.0002195369,0.0001382179],"category_scores_gemma":[0.0002486424,0.0001462532,0.0001473652,0.0004865784,0.000249092,0.000239099,0.0002075284,0.0002910385,0.0000072536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002464403,"about_ca_system_score_gemma":0.0002139411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004450298,"about_ca_topic_score_gemma":0.008145515,"domain_scores_codex":[0.9954942,0.003135558,0.0002898723,0.0004563117,0.0002463335,0.000377731],"domain_scores_gemma":[0.9982154,0.0009934116,0.0001348263,0.0002030996,0.000283202,0.0001700634],"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":[0.0001554746,0.003616424,0.2334854,0.0001332984,0.0003628958,0.0001446222,0.0367129,0.000308164,0.4656896,0.1978665,0.03818856,0.02333613],"study_design_scores_gemma":[0.0009578965,0.00000452933,0.8073308,0.0002570852,0.00008662689,0.0001007709,0.006379252,0.0009670518,0.08984121,0.003918954,0.08966666,0.0004891756],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9531716,0.00008107533,0.001805355,0.01725565,0.0000530324,0.0002572591,0.0001027875,0.0001394228,0.02713381],"genre_scores_gemma":[0.9880806,0.0005853308,0.00129276,0.0001942208,0.00004252056,0.00003102127,0.0005853113,0.000004872891,0.00918334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5738454,"threshold_uncertainty_score":0.6727549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005283608218613007,"score_gpt":0.1749477223594746,"score_spread":0.1696641141408616,"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."}}