{"id":"W7154094748","doi":"10.19182/bft2006.289.a20306","title":"Forêts communautaires : social engine","year":2006,"lang":"","type":"article","venue":"BOIS & FORETS DES TROPIQUES","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Social assistance; Commons; Social relationship; Social justice","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002466709,0.0004231121,0.0003535842,0.0001171787,0.001705164,0.0002557804,0.0006691366,0.0002037186,0.002417797],"category_scores_gemma":[0.00001463244,0.000415175,0.0003179904,0.0003313051,0.001418636,0.0003752976,0.0008277227,0.0002232476,0.0003315734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005884264,"about_ca_system_score_gemma":0.0000217106,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008390363,"about_ca_topic_score_gemma":0.006272376,"domain_scores_codex":[0.9975514,0.0001354436,0.0004808069,0.0005124103,0.000571769,0.0007481411],"domain_scores_gemma":[0.9991848,0.00004959728,0.0002100016,0.0003950162,0.00004040273,0.000120223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008676299,0.0004529523,0.826543,0.0001388905,0.000100928,0.00004077136,0.00390522,0.0001729188,0.0003218569,0.001114087,0.01372458,0.1533981],"study_design_scores_gemma":[0.0005628127,0.0001871316,0.8360836,0.00004241154,0.0001150157,0.000004088128,0.0006287431,0.0008460741,0.0006228075,0.004688316,0.1557865,0.0004324917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734635,0.001112721,0.0008722474,0.002238075,0.0002060777,0.0005328751,0.00008311139,0.0001831071,0.02130833],"genre_scores_gemma":[0.9924919,0.0004025578,0.001288434,0.0003727368,0.0003226836,0.00001497234,0.00005766594,0.00003048325,0.005018551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1529656,"threshold_uncertainty_score":0.99983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01174208997069314,"score_gpt":0.2021268911000586,"score_spread":0.1903848011293655,"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."}}