{"id":"W3044475324","doi":"10.1007/978-3-030-14540-8","title":"Information, Technology and Control in a Changing World","year":2019,"lang":"en","type":"book","venue":"International political economy series","topic":"World Systems and Global Transformations","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Waterloo; Brock University","funders":"","keywords":"Politics; Power (physics); Control (management); Work (physics); Political science; Political economy; Social science; Sociology; Engineering; Management; Economics; Law; Mechanical 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002465681,0.0001315804,0.0002489427,0.002328594,0.0001136333,0.0001885932,0.0002271558,0.0001875848,0.0002487106],"category_scores_gemma":[0.00006729357,0.000144044,0.00005020082,0.0002493531,0.0003458596,0.001148843,0.00003997386,0.000215448,0.0002273417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004962824,"about_ca_system_score_gemma":0.0003932921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001287629,"about_ca_topic_score_gemma":0.001275279,"domain_scores_codex":[0.9989396,0.0000242263,0.0004199631,0.0001066982,0.0001357507,0.0003738079],"domain_scores_gemma":[0.9994688,0.0001057604,0.0001011888,0.00008797013,0.0001438465,0.00009241561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005543846,0.00000412009,0.0005621553,0.00002589869,0.00002801367,0.000001021911,0.0007376833,0.000001345823,2.905823e-8,0.9961349,0.002253805,0.000245455],"study_design_scores_gemma":[0.0002047511,0.000006729378,0.00003744616,0.00008567135,0.000004627352,0.000003354255,0.001244047,0.00001923945,4.169941e-7,0.2548297,0.7434569,0.0001070804],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002371053,0.00005426687,0.0002120506,0.04372753,0.0005481109,0.0003356001,0.0001549248,0.00004872909,0.9548951],"genre_scores_gemma":[0.2497337,0.00001582546,0.00005380364,0.002860722,0.0004747746,0.00006634703,0.00007266244,0.000009114143,0.746713],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7413052,"threshold_uncertainty_score":0.5873942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006736260959726697,"score_gpt":0.2524896499229936,"score_spread":0.2457533889632668,"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."}}