{"id":"W6939632289","doi":"10.6082/uchicago.12708","title":"A User of What, Exactly? Infrastructures of Energy Transition and Planetary Digital Subjectivity","year":2024,"lang":"en","type":"article","venue":"Knowledge@UChicago (University of Chicago)","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materiality (auditing); The Internet; Subjectivity; Disinformation; Process (computing); Subject (documents); Virtual reality; Interdependence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001351097,0.0003217018,0.0001775244,0.00131044,0.007417604,0.01362255,0.0005531784,0.001317841,0.00510525],"category_scores_gemma":[0.001944566,0.0001697936,0.0001800045,0.001267803,0.03361136,0.01322936,0.006183023,0.001760897,0.0005938545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004747493,"about_ca_system_score_gemma":0.002237504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007735081,"about_ca_topic_score_gemma":0.008100393,"domain_scores_codex":[0.9986141,0.0008681397,0.00003282131,0.0001576022,0.0001184181,0.0002088213],"domain_scores_gemma":[0.9990969,0.0004740928,0.0001149521,0.0001421553,0.00005737176,0.0001145494],"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":[0.00001514439,0.0000102616,0.001682455,0.0000477098,0.000003893067,0.0001895543,0.1808893,0.0001236064,0.0002127704,0.7994157,0.003590426,0.01381914],"study_design_scores_gemma":[0.00000486814,0.00002366514,0.002415015,0.0003678174,0.00001091795,0.000446416,0.326374,0.000184498,0.0005187062,0.1320844,0.5375404,0.00002931455],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1952679,0.009051769,0.009848502,0.02885315,0.0004533673,0.00002869625,0.00008382989,0.000166025,0.7562467],"genre_scores_gemma":[0.9802142,0.002415302,0.0006890103,0.0006317512,0.0001022404,0.00001559654,0.00002392803,0.00006715526,0.0158409],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9925824,"threshold_uncertainty_score":0.03444564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005194157067187453,"score_gpt":0.2062012289458092,"score_spread":0.2010070718786218,"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."}}