{"id":"W4401104746","doi":"","title":"Transferts du phosphore dans les sols de grandes cultures","year":2010,"lang":"fr","type":"dissertation","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Phosphorus and nutrient management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003612869,0.0006606513,0.0004971344,0.0001103434,0.001478467,0.0004869705,0.001746459,0.0006425969,0.003300832],"category_scores_gemma":[0.0005121566,0.0006692878,0.0004224718,0.0005577821,0.0006937984,0.0003217947,0.0003158039,0.0009367306,0.0003128639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003715947,"about_ca_system_score_gemma":0.0001181995,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02252915,"about_ca_topic_score_gemma":0.08067538,"domain_scores_codex":[0.9942794,0.00229554,0.0007033649,0.001106604,0.0007918758,0.0008232264],"domain_scores_gemma":[0.9966919,0.0006344494,0.0004198175,0.001407412,0.0004157134,0.0004306575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001796018,0.004132533,0.105514,0.0005885219,0.0002729292,0.0000575041,0.2355272,0.0002271149,0.2052976,0.1193364,0.01035924,0.3185074],"study_design_scores_gemma":[0.001336438,0.000002512075,0.1881448,0.001822452,0.0002722589,0.00002149834,0.003635698,0.005901085,0.5988726,0.002703338,0.1961049,0.00118238],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8140072,0.002198958,0.04268369,0.008225329,0.0006167893,0.001010985,0.0001207553,0.0001969842,0.1309393],"genre_scores_gemma":[0.9338166,0.006878156,0.01008446,0.0001501538,0.00004345848,0.0001694354,0.001180695,0.00009522617,0.04758187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.393575,"threshold_uncertainty_score":0.9998215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005965835065535761,"score_gpt":0.2059477514903194,"score_spread":0.1999819164247836,"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."}}