{"id":"W2795281880","doi":"10.4000/books.pum.10578","title":"Chapitre 2. Paysages de l’agriculture en mutation","year":2005,"lang":"fr","type":"book-chapter","venue":"Presses de l’Université de Montréal eBooks","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Geography","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000321807,0.0007221398,0.0005375089,0.00006297299,0.001032035,0.0001742682,0.0008807489,0.001242591,0.02039259],"category_scores_gemma":[0.00004099892,0.0003451039,0.0004280106,0.00008486138,0.0002461845,0.0002000794,0.000681238,0.0009021982,0.0008271792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001236394,"about_ca_system_score_gemma":0.0000734627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005040603,"about_ca_topic_score_gemma":0.010852,"domain_scores_codex":[0.9968452,0.0002251484,0.0003821656,0.0007509063,0.0006145266,0.001182087],"domain_scores_gemma":[0.9983188,0.0003723456,0.000293271,0.0001460812,0.0002413743,0.0006281653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005912231,0.0002354431,0.005867388,0.0003400463,0.0009570671,0.003609165,0.01071695,0.0005860263,0.1244171,0.1701777,0.1725946,0.5099073],"study_design_scores_gemma":[0.0004877159,0.0003225924,0.1857271,0.0003660275,0.0003202104,0.0007103584,0.001249115,0.0001327748,0.007091179,0.005788148,0.7967385,0.001066305],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05453686,0.01499896,0.00007080892,0.0224089,0.0001846418,0.001062698,0.0002847459,0.0003022251,0.9061502],"genre_scores_gemma":[0.08910845,0.007003317,0.0006503463,0.0004670844,0.001210475,0.00002250363,0.0003990522,0.00001404681,0.9011247],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6241438,"threshold_uncertainty_score":0.9999508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008956397583468325,"score_gpt":0.1794877470009189,"score_spread":0.1705313494174505,"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."}}