{"id":"W2783093730","doi":"10.1386/eme.14.1-2.7_1","title":"Megamachines: From Mumford to Guattari","year":2015,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Cybernetics and Technology in Society","field":"Arts and Humanities","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Deleuze and Guattari; Assemblage (archaeology); Humanism; Sociology; Urbanism; Dimension (graph theory); Aesthetics; Subjectivity; Architecture; Epistemology; Philosophy; Art; History; Archaeology; Visual arts; Theology","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":[0.001430079,0.0004750788,0.0002798602,0.002265796,0.006231601,0.007591199,0.0009294634,0.002587381,0.01118345],"category_scores_gemma":[0.002348507,0.0003245593,0.0001542869,0.001832276,0.02773716,0.009193312,0.004925396,0.003086107,0.001359178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008698752,"about_ca_system_score_gemma":0.001918804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01243319,"about_ca_topic_score_gemma":0.01439654,"domain_scores_codex":[0.998588,0.0006713328,0.00002285458,0.000238751,0.000282181,0.000196854],"domain_scores_gemma":[0.9987281,0.000718303,0.00008745737,0.000167871,0.0001344649,0.0001637525],"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":[0.000009995097,0.000004550734,0.0001383666,0.0000209823,7.007688e-7,0.00008695447,0.01524167,0.00004888722,0.00008248842,0.9695406,0.008106764,0.006718113],"study_design_scores_gemma":[0.000004232074,0.00002472759,0.0008820981,0.0002456265,0.000003308937,0.0003486442,0.01555486,0.0004685266,0.0004373821,0.185301,0.7967069,0.00002268696],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09772757,0.02558543,0.02243727,0.07895514,0.001627505,0.00004938511,0.0001112138,0.0004104771,0.7730959],"genre_scores_gemma":[0.9369076,0.005563268,0.00311107,0.004966491,0.0005235068,0.00007816763,0.00004878049,0.0001911331,0.04861002],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01243319,"threshold_uncertainty_score":0.06311411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09190754350981602,"score_gpt":0.2675797458394641,"score_spread":0.1756722023296481,"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."}}