{"id":"W1486792363","doi":"10.3968/5186","title":"Is the Digital Revolution Driven by an Ideology","year":2014,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Big Data Technologies and Applications","field":"Decision Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ideology; Futurist; Sociology; Enlightenment; Diversity (politics); Aesthetics; Cliché; Face (sociological concept); Philosophy of technology; Epistemology; Social science; Law; Politics; Political science; Linguistics; Philosophy of science; Philosophy; Anthropology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00472801,0.0002397415,0.0003666236,0.001944922,0.005317269,0.01414985,0.0008007601,0.004572134,0.009267628],"category_scores_gemma":[0.006467175,0.0002510867,0.0005087007,0.002259749,0.03055553,0.01680928,0.005156337,0.004522636,0.002787965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004683205,"about_ca_system_score_gemma":0.003398482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002173822,"about_ca_topic_score_gemma":0.001306106,"domain_scores_codex":[0.9953706,0.001780081,0.00011588,0.0005868576,0.001179611,0.0009670135],"domain_scores_gemma":[0.9958355,0.001689076,0.0005995915,0.0008362586,0.0004818712,0.0005575792],"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":[0.0000189292,0.00001896918,0.0002867842,0.00003118916,0.000004393633,0.0000651696,0.002713562,0.00004172597,0.00005352505,0.9793749,0.01106934,0.006321501],"study_design_scores_gemma":[0.0000343317,0.00002105099,0.001066695,0.0002665311,0.00001088764,0.0001496554,0.005398723,0.0001908806,0.0002073569,0.4675339,0.5250951,0.00002488348],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04065883,0.01562785,0.003391182,0.2402811,0.003191886,0.00001794622,0.0001263571,0.0001125563,0.6965923],"genre_scores_gemma":[0.9078283,0.01255279,0.00155916,0.03831604,0.004460425,0.00005708742,0.00009948753,0.0001440476,0.03498262],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9946827,"threshold_uncertainty_score":0.03397924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2583378344107343,"score_gpt":0.4562441576380132,"score_spread":0.1979063232272789,"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."}}