{"id":"W2281729010","doi":"","title":"Une démarche pour comparer le coût, l`efficacité et l`acceptabilité de pratiques agricoles respectueuses de l`environnement","year":2005,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Environmental Conservation and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Humanities; Political science; Directive; Computer science; Philosophy","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005407813,0.0005191867,0.0004403652,0.0001144819,0.0003780451,0.0003516155,0.001519994,0.0002830962,0.003708361],"category_scores_gemma":[0.0004527247,0.0005602487,0.0002476905,0.0003080982,0.0005196063,0.0002373696,0.003208047,0.0007914113,0.0003756173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001136406,"about_ca_system_score_gemma":0.0002421448,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009835911,"about_ca_topic_score_gemma":0.0240145,"domain_scores_codex":[0.9917303,0.005111443,0.0007227489,0.001116787,0.0006934121,0.0006252858],"domain_scores_gemma":[0.9961866,0.0008674922,0.0005423336,0.001972821,0.00009680833,0.0003339426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001865753,0.01291575,0.359063,0.0007129624,0.0006367397,0.00005049274,0.0548959,0.04064873,0.08518553,0.2142986,0.0870624,0.1443434],"study_design_scores_gemma":[0.001345086,0.000003077076,0.6376231,0.0007259314,0.00009441475,0.00001161779,0.001391435,0.01614618,0.04106224,0.005806861,0.2945888,0.001201319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7495593,0.0003133013,0.04662286,0.07605774,0.00007146382,0.001269417,0.00005166993,0.0003290137,0.1257253],"genre_scores_gemma":[0.8941972,0.0008229939,0.08301941,0.002595353,0.00002503054,0.0002789234,0.0003047033,0.00007569639,0.01868064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2785601,"threshold_uncertainty_score":0.9996849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01670990454581911,"score_gpt":0.2425583807149165,"score_spread":0.2258484761690974,"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."}}