{"id":"W4239451237","doi":"10.1090/coll/061/03","title":"Global stabilization","year":2013,"lang":"en","type":"book-chapter","venue":"Colloquium Publications - American Mathematical Society/Colloquium Publications","topic":"Ecosystem dynamics and resilience","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002391169,0.0007907773,0.0004109431,0.0006870614,0.0004895588,0.001001982,0.0004694047,0.0006954544,0.05462752],"category_scores_gemma":[0.0005391054,0.0001602745,0.0003940794,0.00045223,0.0005980075,0.00114115,0.001332455,0.0009921078,0.01131486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006905592,"about_ca_system_score_gemma":0.0004641778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006667316,"about_ca_topic_score_gemma":0.0007422949,"domain_scores_codex":[0.9998653,0.00002071835,0.000004031144,0.00004643467,0.00004193639,0.0000215402],"domain_scores_gemma":[0.9998851,0.00001401012,0.00001056505,0.00003699122,0.00003786549,0.00001543433],"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":[0.00005866853,0.00002988559,0.0001544384,0.0001300411,0.00002908205,0.00004152833,0.00007391008,0.01229703,0.004806037,0.6854079,0.1323237,0.1646478],"study_design_scores_gemma":[0.00002852043,0.00006232387,0.0004749291,0.00008522361,0.00002143205,0.0001056018,0.00006859334,0.02981875,0.005147463,0.6211461,0.3430203,0.00002086287],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0102313,0.003495647,0.1476161,0.004276023,0.002591319,0.00007477662,0.0006622997,0.001765696,0.8292869],"genre_scores_gemma":[0.2946019,0.003574906,0.01636986,0.00149777,0.000936227,0.000213192,0.001408744,0.0007778805,0.6806195],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05462752,"threshold_uncertainty_score":0.1827472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01086285575197385,"score_gpt":0.2409200701459527,"score_spread":0.2300572143939789,"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."}}