{"id":"W4395024207","doi":"","title":"Note méthodologique sur un travail d’appariement en vue d’analyser la position sociale des agriculteurs dans la société française","year":2024,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Labour, Employment and Social Solidarity","funders":"","keywords":"Political science; Humanities; Sociology; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0386214,0.001063412,0.0010693,0.004531631,0.004128567,0.006557098,0.00253638,0.002562343,0.01574001],"category_scores_gemma":[0.09110182,0.0007508171,0.00200375,0.005374153,0.005002325,0.003593084,0.00434464,0.002862301,0.004091335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003150546,"about_ca_system_score_gemma":0.006554036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01684477,"about_ca_topic_score_gemma":0.0164763,"domain_scores_codex":[0.9190016,0.05798057,0.003790704,0.007236614,0.01103672,0.0009538443],"domain_scores_gemma":[0.8656649,0.1012921,0.00351305,0.01514509,0.01365039,0.0007344927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00118479,0.0004275809,0.02941998,0.00252408,0.0005071776,0.001605841,0.07557733,0.00379451,0.01955886,0.3855411,0.02184129,0.4580176],"study_design_scores_gemma":[0.0004302699,0.0008693705,0.04677007,0.002529999,0.0003622334,0.003071786,0.04300617,0.02574003,0.03731145,0.2996388,0.5397981,0.0004716034],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04211072,0.001557316,0.9015734,0.00575512,0.001233071,0.001390858,0.001863113,0.0004486106,0.04406785],"genre_scores_gemma":[0.2108465,0.001462697,0.731203,0.001310163,0.0003997477,0.006518237,0.001586239,0.0005720193,0.04610133],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0386214,"threshold_uncertainty_score":0.204252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01863142878306941,"score_gpt":0.2521582457950453,"score_spread":0.2335268170119758,"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."}}