{"id":"W3155215628","doi":"","title":"Technofutures in Stasis: Smart Machines, Ubiquitous Computing, and the Future That Keeps Coming Back","year":2021,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Ubiquitous computing; Scrutiny; Futures contract; Vision; Sociology; Futures studies; Aesthetics; Computer security; Computer science; Law; Business; Political science; Human–computer interaction; Artificial intelligence","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.004303777,0.0004307073,0.0002820712,0.001954499,0.0113608,0.01698092,0.0007999155,0.002962655,0.004490503],"category_scores_gemma":[0.004699882,0.0002456499,0.0003894297,0.002125649,0.04277864,0.02111299,0.00726793,0.004326988,0.0006406885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005582442,"about_ca_system_score_gemma":0.003183458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003448602,"about_ca_topic_score_gemma":0.004452415,"domain_scores_codex":[0.9969462,0.00185643,0.00005058235,0.0001947708,0.0005155116,0.0004365088],"domain_scores_gemma":[0.9974352,0.001455778,0.0002515657,0.0003123226,0.0001890279,0.0003560735],"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":[0.00001791682,0.00002352116,0.0006534479,0.00003190639,0.000003549549,0.0001216992,0.04223946,0.0001392126,0.00009408267,0.9427993,0.003353223,0.01052265],"study_design_scores_gemma":[0.00001146871,0.00004486653,0.00147777,0.0003387477,0.000008117165,0.0003243173,0.08870147,0.0008624517,0.0004045751,0.6602827,0.2475096,0.00003393344],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2480792,0.02659086,0.03274755,0.1874987,0.002073494,0.0000625184,0.00009117261,0.0002433698,0.5026131],"genre_scores_gemma":[0.9813249,0.004280135,0.001808146,0.003286197,0.0002763112,0.00003102232,0.00002151917,0.00005381258,0.008918033],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9886392,"threshold_uncertainty_score":0.04050362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1087101966125669,"score_gpt":0.4824684143821112,"score_spread":0.3737582177695443,"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."}}