{"id":"W7096171943","doi":"","title":"Item 5.1 on the provisional agenda* ECOSYSTEM APPROACH: FURTHER ELABORATION, GUIDELINES FOR IMPLEMENTATION AND RELATIONSHIP WITH SUSTAINABLE","year":2003,"lang":"en","type":"article","venue":"","topic":"Environmental Conservation and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ninth; Work (physics); Executive summary; Ecosystem; Executive committee; Sustainable development; Sustainable forest management; Ecosystem approach","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03475659,0.002213117,0.001763413,0.003760098,0.005779085,0.01313936,0.005831745,0.0394388,0.126072],"category_scores_gemma":[0.070034,0.002311845,0.002307448,0.004018501,0.00354132,0.006720802,0.00636008,0.0212781,0.1475293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009400983,"about_ca_system_score_gemma":0.04245073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04135433,"about_ca_topic_score_gemma":0.04658875,"domain_scores_codex":[0.9674603,0.009704735,0.004939209,0.001893349,0.01152669,0.004475775],"domain_scores_gemma":[0.9508634,0.01283544,0.005109985,0.004217062,0.02335949,0.003614531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003030946,0.00006061572,0.0001142035,0.0002889978,0.000002659345,0.00006091648,0.0003276108,0.00006970893,0.0002880944,0.008679556,0.9832413,0.006836078],"study_design_scores_gemma":[0.00002255656,0.00003924233,0.001487494,0.00115786,0.000005705233,0.00004268629,0.0004057753,0.00004734857,0.0001467492,0.001996134,0.9946058,0.00004265561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001612031,0.008262908,0.01127873,0.2022168,0.06472878,0.0144116,0.01957977,0.002196606,0.6757127],"genre_scores_gemma":[0.008746578,0.004899874,0.02145081,0.1528936,0.01481414,0.01704168,0.01796486,0.001547766,0.7606407],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.126072,"threshold_uncertainty_score":0.421753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06508131489124806,"score_gpt":0.2938843583579325,"score_spread":0.2288030434666844,"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."}}