{"id":"W7097674930","doi":"","title":"APPLYING THE RAPID MANAGEMENT ASSESSMENT (RMA) METHODOLOGY TO ECOSYSTEM MANAGEMENT.","year":2008,"lang":"en","type":"article","venue":"","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Recreation; Resource (disambiguation); Process (computing); Resource management (computing); Project planning; Environmental impact assessment; Minor (academic)","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":[0.01919582,0.0007372305,0.0004059348,0.003921357,0.002577192,0.003645649,0.001689575,0.0007557073,0.00580612],"category_scores_gemma":[0.03519021,0.0004481616,0.0006019498,0.002020655,0.001907831,0.001913679,0.004312838,0.001484525,0.001521421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00564078,"about_ca_system_score_gemma":0.0126197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03379202,"about_ca_topic_score_gemma":0.07643282,"domain_scores_codex":[0.9844002,0.009390004,0.0006699073,0.001169647,0.003938075,0.0004322113],"domain_scores_gemma":[0.9806334,0.009307078,0.002293199,0.001811331,0.005420221,0.0005347368],"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":[0.00006047932,0.0002734433,0.01492726,0.001073593,0.0001076936,0.0004222365,0.006315841,0.01045268,0.004893929,0.0588037,0.01971665,0.8829525],"study_design_scores_gemma":[0.0001968576,0.0009417207,0.1000397,0.00272057,0.0001830798,0.002838049,0.02150238,0.07920995,0.01446884,0.2148744,0.5625791,0.000445439],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03983604,0.00151956,0.8252317,0.005161543,0.0004427929,0.006398969,0.001015249,0.001780398,0.1186137],"genre_scores_gemma":[0.1961952,0.0007856492,0.7909946,0.0004928645,0.00005091478,0.002305954,0.0003053813,0.000154646,0.008714688],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03379202,"threshold_uncertainty_score":0.1015185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1183153497863101,"score_gpt":0.4264591708260396,"score_spread":0.3081438210397296,"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."}}