{"id":"W2330380428","doi":"10.1386/eme.14.1-2.39_1","title":"General systems theory and media ecology: Parallel disciplines that animate each other","year":2015,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Opinion Dynamics and Social Influence","field":"Physics and Astronomy","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Parallels; Cybernetics; Media ecology; Ecology; Systems theory; General theory; Ecological systems theory; Computer science; Sociology; Cognitive science; Biology; Artificial intelligence; Mathematics; Media studies; Psychology; Mathematical economics; Engineering","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":[0.003720786,0.0005336837,0.0008510546,0.003130471,0.001420442,0.006669172,0.0008778764,0.002071358,0.003326266],"category_scores_gemma":[0.007198316,0.0004855572,0.000552248,0.002647489,0.01488934,0.01041489,0.005494525,0.002634554,0.0004056237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002554501,"about_ca_system_score_gemma":0.002051607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001971823,"about_ca_topic_score_gemma":0.001772802,"domain_scores_codex":[0.9973722,0.001568254,0.00007660269,0.0002126138,0.0005750922,0.0001953426],"domain_scores_gemma":[0.9892993,0.008173519,0.0006083469,0.0006820964,0.0007234485,0.0005134174],"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":[0.00001293468,0.00001973375,0.0009646256,0.0001134231,0.00002840752,0.00009408173,0.00151828,0.004148727,0.0003109855,0.9787395,0.0006822043,0.01336724],"study_design_scores_gemma":[0.000007704347,0.00001321967,0.0006561864,0.00006144161,0.000008730602,0.00004457916,0.0006943481,0.005408166,0.0001060252,0.985428,0.007556857,0.00001474738],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.1604545,0.02342813,0.5378135,0.05465228,0.0008147374,0.0002026358,0.0001467198,0.0004137304,0.2220739],"genre_scores_gemma":[0.9289275,0.009182819,0.05113607,0.002495888,0.0006839826,0.0001836515,0.00005861432,0.00005732858,0.007274052],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.006669172,"threshold_uncertainty_score":0.01967764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04656605278166077,"score_gpt":0.3093349368730562,"score_spread":0.2627688840913954,"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."}}