{"id":"W2805191614","doi":"10.4000/books.pum.4997","title":"8. Valorisations et pratiques paysagères en zone d’intensification agricole","year":2014,"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":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; Université du Québec à Montréal","funders":"","keywords":"Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005094407,0.0002843165,0.0001436151,0.0004761712,0.001686414,0.001855772,0.0006379654,0.000677878,0.01210658],"category_scores_gemma":[0.0003972139,0.0001387983,0.0002092463,0.0006088461,0.001099126,0.0008748831,0.0005264638,0.0007821505,0.001926776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003585007,"about_ca_system_score_gemma":0.003359216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09651837,"about_ca_topic_score_gemma":0.2952671,"domain_scores_codex":[0.9998584,0.00003417624,0.000005699441,0.00002546524,0.0000397943,0.00003643562],"domain_scores_gemma":[0.9998519,0.00003620684,0.00001675095,0.000008818734,0.00006642249,0.00001976252],"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":[0.0001512412,0.00012086,0.01527985,0.0008611166,0.00002858903,0.001096251,0.03969721,0.001753365,0.01009785,0.3164841,0.1164219,0.4980077],"study_design_scores_gemma":[0.000006229361,0.00007043899,0.01517663,0.0002700035,0.00001609282,0.0002725178,0.005701866,0.0002922345,0.001173139,0.006792401,0.9702097,0.0000187614],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1238839,0.04661799,0.008147378,0.03085765,0.001194062,0.0001035507,0.0004934102,0.0002651916,0.7884369],"genre_scores_gemma":[0.2172454,0.01841203,0.00620194,0.001524404,0.0001942507,0.00006108377,0.0001979924,0.00007780152,0.7560852],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09651837,"threshold_uncertainty_score":0.1919131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01242878007510914,"score_gpt":0.1945107416940757,"score_spread":0.1820819616189665,"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."}}