{"id":"W2131900519","doi":"10.1002/sres.2371","title":"The Relationship between Systems Thinking and the New Ecological Paradigm","year":2015,"lang":"en","type":"article","venue":"Systems Research and Behavioral Science","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":121,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Ecological systems theory; Systems thinking; Ecology; Psychology; Social system; Cognition; Value (mathematics); Paradigm shift; Value systems; Belief system; Sociology; Epistemology; Social psychology; Social science; Computer science; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.08054632,0.0001653503,0.0004137049,0.0003664561,0.005086547,0.009464476,0.002315849,0.0001060051,0.000004236023],"category_scores_gemma":[0.01245843,0.00006662188,0.00005398886,0.002729127,0.003874233,0.0007167311,0.001370869,0.0005789362,0.000103507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001464751,"about_ca_system_score_gemma":0.0006649644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003370668,"about_ca_topic_score_gemma":0.0002374828,"domain_scores_codex":[0.988492,0.001969128,0.0009639463,0.0008053004,0.006822345,0.0009472964],"domain_scores_gemma":[0.9789603,0.01784122,0.0002881508,0.001027172,0.0009634031,0.0009197469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00006138066,0.00001771197,0.3767133,0.000003703787,0.000002433007,0.00001217511,0.001486229,0.00003605037,0.00001352312,0.6054637,0.01220783,0.003981962],"study_design_scores_gemma":[0.001483332,0.0004967091,0.4669313,0.0001191028,0.00001040224,0.0002066406,0.01992489,0.004554166,0.000002211367,0.4519227,0.05407291,0.0002755548],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802778,0.009683384,0.001643267,0.002821391,0.001300408,0.001484235,0.000007247336,0.0000479348,0.002734319],"genre_scores_gemma":[0.993945,0.000008403659,0.00004358143,0.00000856894,0.0003712916,0.00005171802,2.697932e-7,0.000006588133,0.005564591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1535409,"threshold_uncertainty_score":0.9988366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7178053194604,"score_gpt":0.562279407254224,"score_spread":0.1555259122061761,"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."}}