{"id":"W2011039895","doi":"10.4000/vertigo.4244","title":"Approches de gestion durable et démocratique des forêts dans le monde","year":2005,"lang":"fr","type":"article","venue":"VertigO","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","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":[0.000502775,0.0001777673,0.0002099261,0.00003231344,0.001210265,0.0001017352,0.0002010756,0.0002606107,0.0001237476],"category_scores_gemma":[0.0003196461,0.0001914231,0.0001212985,0.0003333109,0.001110579,0.00056702,0.00004934698,0.000235524,0.0001325633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009246757,"about_ca_system_score_gemma":0.0003478746,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01701749,"about_ca_topic_score_gemma":0.05018713,"domain_scores_codex":[0.9983506,0.0003405217,0.0002132462,0.0002443907,0.0002529446,0.0005983159],"domain_scores_gemma":[0.9994224,0.0001426236,0.00007008236,0.0001151109,0.00007775389,0.0001720797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000108045,0.0002890796,0.009604255,0.00005748292,0.00007047418,0.000006684169,0.1335211,0.0006643432,0.001333589,0.7772688,0.05535377,0.02181968],"study_design_scores_gemma":[0.0004745377,0.0001085784,0.04302631,0.0001686107,0.00006566512,0.000003827107,0.0148689,0.001633589,0.003466227,0.1246298,0.8110672,0.000486748],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4796632,0.0702142,0.0309607,0.05625859,0.001124181,0.0004481638,0.00002048883,0.0002585574,0.3610519],"genre_scores_gemma":[0.8651887,0.008656174,0.00759079,0.0007656866,0.000811865,0.00004684883,0.00000424423,0.00002203004,0.1169137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7557135,"threshold_uncertainty_score":0.9895283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03243421146555057,"score_gpt":0.254646883815477,"score_spread":0.2222126723499264,"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."}}