{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01437035,0.001304393,0.002381967,0.002646463,0.00230586,0.007781343,0.002252527,0.004948894,0.008549854],"category_scores_gemma":[0.01123849,0.0006960442,0.001326321,0.003751681,0.02330507,0.01379038,0.004904414,0.009181271,0.001727989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004937111,"about_ca_system_score_gemma":0.002887423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002436113,"about_ca_topic_score_gemma":0.001696144,"domain_scores_codex":[0.994117,0.00400795,0.0001612316,0.0006988935,0.0007985558,0.0002163909],"domain_scores_gemma":[0.9857307,0.01154083,0.0003578248,0.001162462,0.0007176251,0.0004905422],"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":[0.00000691193,0.000007041207,0.0001254127,0.000142719,0.0000109065,0.00003047663,0.000228583,0.000713004,0.00002555063,0.9891074,0.001289364,0.008312705],"study_design_scores_gemma":[0.000002577726,0.000009411915,0.00007532401,0.00009997356,0.000003796202,0.00003016274,0.00007788526,0.0009841454,0.00001634517,0.9818579,0.01683586,0.00000669255],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.009827674,0.4026894,0.2678486,0.151971,0.003302589,0.00008308241,0.0002652409,0.0002925855,0.16372],"genre_scores_gemma":[0.5831195,0.2648073,0.1029531,0.01933144,0.01338564,0.0004721512,0.0003702175,0.0002570234,0.01530375],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01437035,"threshold_uncertainty_score":0.0759986,"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."}}