{"id":"W4307435026","doi":"","title":"Une méthode agronomique pour apprécier les risques de pollution diffuse par les nitrates d'origine agricole : Présentation et exemples d'application à l'échelle de la parcelle, de l'exploitation et du territoire","year":2001,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Plant Ecology and Soil Science","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Environmental science; Political science","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","sts"],"consensus_categories":[],"category_scores_codex":[0.01184207,0.0005841973,0.0004730415,0.0001875191,0.001368449,0.0004700003,0.00128169,0.0008051221,0.0003485573],"category_scores_gemma":[0.001219833,0.0006437813,0.000235864,0.0006464282,0.00128422,0.0006428226,0.000652572,0.0009987844,0.000109051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001200513,"about_ca_system_score_gemma":0.0006056632,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0534217,"about_ca_topic_score_gemma":0.05041051,"domain_scores_codex":[0.9826272,0.01413295,0.0007915269,0.001172559,0.0004143312,0.0008614379],"domain_scores_gemma":[0.9942206,0.003235367,0.00084282,0.001002064,0.0003075265,0.0003916775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001016822,0.003923415,0.4957617,0.0002153662,0.0001287712,0.00002763508,0.0341811,0.04227672,0.1842729,0.1488212,0.005038384,0.08525117],"study_design_scores_gemma":[0.0009252863,0.000004374464,0.689517,0.000690028,0.0001354299,0.0001312042,0.001706831,0.1656146,0.07459205,0.04913522,0.01664766,0.0009003006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.54682,0.0002740905,0.4057106,0.02982689,0.00008732165,0.0005511362,0.0000923723,0.0001654462,0.01647204],"genre_scores_gemma":[0.8843722,0.005353933,0.1032046,0.0003652325,0.00006664249,0.0004107788,0.0008124644,0.00005292569,0.005361261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3375521,"threshold_uncertainty_score":0.9999316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01511204857336932,"score_gpt":0.2403433241490333,"score_spread":0.225231275575664,"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."}}