{"id":"W1502871892","doi":"10.1002/sres.2354","title":"General Systems Theory: Its Present and Potential","year":2015,"lang":"en","type":"article","venue":"Systems Research and Behavioral Science","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surrey Place Centre","funders":"","keywords":"Leverage (statistics); Perspective (graphical); Key (lock); General theory; Management science; Epistemology; Computer science; Sociology; Positive economics; Economics; Artificial intelligence; Philosophy; Computer security","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","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.03842875,0.0002154148,0.0004739571,0.001044595,0.001271428,0.005685077,0.001504528,0.0001069423,0.00003046208],"category_scores_gemma":[0.001351957,0.0001365501,0.00004892357,0.002506826,0.001493431,0.001190788,0.001704935,0.0003257504,0.0001864511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001492935,"about_ca_system_score_gemma":0.000507387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001823034,"about_ca_topic_score_gemma":0.0000214864,"domain_scores_codex":[0.9871389,0.001234707,0.0008554552,0.001259307,0.008325469,0.001186167],"domain_scores_gemma":[0.9938408,0.0005510312,0.000199423,0.0008740092,0.003128234,0.001406534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007561616,0.0008163473,0.0514923,0.0001400694,0.00003122048,0.001026784,0.006062668,0.002384184,0.06914042,0.6673492,0.1197683,0.08103243],"study_design_scores_gemma":[0.006045686,0.006622408,0.06989392,0.0008219935,0.00005357254,0.004783086,0.1020561,0.374519,0.001091973,0.1110868,0.3200806,0.002944857],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840554,0.007820494,0.001541701,0.0001586285,0.001935743,0.0009806146,0.00002872316,0.00004853649,0.00343013],"genre_scores_gemma":[0.9828603,0.00001040471,0.00008085233,0.000004967515,0.0005938608,0.00006020446,5.663939e-7,0.00001218105,0.01637672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5562624,"threshold_uncertainty_score":0.9953471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5595978787476342,"score_gpt":0.5457674474051593,"score_spread":0.01383043134247497,"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."}}