{"id":"W2965034561","doi":"","title":"Are we entering an era of concatenated global crises? Ecology and Society 16(2): 27","year":2011,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Ecology; Geography; Political science; Environmental resource management; Biology; Environmental science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006507089,0.0005221399,0.0008328977,0.001491646,0.0138579,0.0245521,0.001016815,0.009342871,0.03482942],"category_scores_gemma":[0.01188552,0.0004041045,0.0005927289,0.001939012,0.0278648,0.03564464,0.01283893,0.009327441,0.004506119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004897478,"about_ca_system_score_gemma":0.01031179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008182549,"about_ca_topic_score_gemma":0.01273583,"domain_scores_codex":[0.9972377,0.001164969,0.0000724613,0.0002310733,0.0004441283,0.0008495893],"domain_scores_gemma":[0.9934543,0.001884496,0.0005273099,0.0004860387,0.001318464,0.002329313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006791736,0.000100721,0.006223165,0.0001272744,0.00005777258,0.001012473,0.04289018,0.0004171778,0.000363997,0.6777697,0.2266331,0.04433648],"study_design_scores_gemma":[0.00001888522,0.00003177855,0.002962865,0.0002903554,0.0000212555,0.0003139414,0.06221273,0.0002827412,0.0001533633,0.4700558,0.4635887,0.00006765852],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.040872,0.01088745,0.00305024,0.8042109,0.004550994,0.0000246074,0.0001859181,0.0001882826,0.1360296],"genre_scores_gemma":[0.8712515,0.01166983,0.002138309,0.08178688,0.003478623,0.00007599334,0.0001511937,0.0002616114,0.02918609],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03482942,"threshold_uncertainty_score":0.116516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02926490741554524,"score_gpt":0.2906944383576346,"score_spread":0.2614295309420894,"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."}}