{"id":"W1992306248","doi":"10.1006/jtbi.2000.2234","title":"Complementarity of Ecological Goal Functions","year":2001,"lang":"en","type":"article","venue":"Journal of Theoretical Biology","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":257,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Maximum power principle; Maxima and minima; Maximum flow problem; Complementarity (molecular biology); Computer science; Dissipation; Synergetics (Haken); Emergy; Ecology; Mathematical optimization; Exergy; Mathematics; Environmental science; Physics; Biology; Sustainable development; Thermodynamics","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":[0.003298079,0.000742117,0.001429497,0.002214371,0.001261022,0.004297704,0.001144652,0.002053791,0.0120281],"category_scores_gemma":[0.02327265,0.001000991,0.001487821,0.001598129,0.002499419,0.005260877,0.003754048,0.002202651,0.0008448344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001810027,"about_ca_system_score_gemma":0.001371277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002325407,"about_ca_topic_score_gemma":0.002718244,"domain_scores_codex":[0.9958342,0.001762135,0.0001462307,0.000619785,0.0008557476,0.0007817752],"domain_scores_gemma":[0.9857685,0.01000428,0.0008777397,0.001327285,0.00130344,0.0007188286],"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":[0.0001501132,0.00008814676,0.003942814,0.0001108412,0.000109578,0.0001653695,0.0006114963,0.01113805,0.001722135,0.9525869,0.001347266,0.02802742],"study_design_scores_gemma":[0.00002856954,0.00005398787,0.00416258,0.00003092588,0.00008370861,0.0002002557,0.0004051364,0.0269992,0.0005459203,0.9653696,0.002102544,0.00001760753],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3809346,0.0009215574,0.3491573,0.002720624,0.00008485968,0.0001254751,0.0003672873,0.0002758836,0.2654123],"genre_scores_gemma":[0.9858686,0.0001307387,0.009356929,0.0001173756,0.00002411741,0.00005808425,0.00008789434,0.00003802869,0.004318207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0120281,"threshold_uncertainty_score":0.04023802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01080063484757319,"score_gpt":0.2598648769347385,"score_spread":0.2490642420871653,"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."}}