{"id":"W2045277324","doi":"10.5751/es-04746-170206","title":"How to Maintain Domesticity of Usages in Small Rural Forests? Lessons from Forest Management Continuity through a French Case Study","year":2012,"lang":"en","type":"article","venue":"Ecology and Society","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"CHIST-ERA; Agence Nationale de la Recherche","keywords":"Forest management; Geography; Environmental resource management; Ecology; Business; Forestry; Environmental science; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008708628,0.0001292495,0.0003385498,0.00002059288,0.0005894715,0.00003584763,0.0001382501,0.0001527628,0.00002270446],"category_scores_gemma":[0.0001426141,0.0001220021,0.00009181247,0.0002063094,0.0005224079,0.0001478675,0.0001933693,0.0001577141,0.000001827745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000178311,"about_ca_system_score_gemma":0.00003039219,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06131916,"about_ca_topic_score_gemma":0.6135645,"domain_scores_codex":[0.9987303,0.0002808527,0.0001838506,0.0001934451,0.0001205085,0.0004910316],"domain_scores_gemma":[0.9992523,0.0004087234,0.00008184719,0.0001032297,0.00004321592,0.0001106403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000356756,0.0002896444,0.7662634,0.000007779659,0.00009825374,0.00004989589,0.1921296,0.000002146133,6.630306e-7,0.03958169,0.0010835,0.0004897891],"study_design_scores_gemma":[0.0004913291,0.00007262798,0.7211064,0.000005991177,0.00004110512,0.000001282766,0.2705012,0.000003471246,7.725608e-7,0.006471116,0.001204671,0.0001000056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946157,0.0005334711,0.000307859,0.001316018,0.0003206595,0.000701759,0.0000198241,0.00002241474,0.002162286],"genre_scores_gemma":[0.9975515,0.0002065073,0.001157812,0.0001967277,0.0001654872,0.00008767919,0.000002123769,0.000005363256,0.0006267945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5522453,"threshold_uncertainty_score":0.9449316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04776284413037648,"score_gpt":0.3145910606186939,"score_spread":0.2668282164883174,"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."}}