{"id":"W3092475116","doi":"10.5210/spir.v2020i0.11130","title":"DISCONNECTION: DESIGNS AND DESIRES","year":2020,"lang":"en","type":"article","venue":"AoIR Selected Papers of Internet Research","topic":"Social Media and Politics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of Toronto","funders":"Stiftelsen för Strategisk Forskning","keywords":"Disconnection; Prosperity; Focus (optics); Phone; Psychology; Computer science; Sociology; Internet privacy; Social psychology; Political science","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":[0.0003749749,0.00006604109,0.0001332403,0.00006934157,0.0002004699,0.00005791014,0.0002370827,0.0001024743,0.0003884786],"category_scores_gemma":[0.003487049,0.00006275219,0.00002958035,0.0007471445,0.0007590022,0.00007699904,0.00005822537,0.0002872152,0.00002337487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005336107,"about_ca_system_score_gemma":0.0003150871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006134386,"about_ca_topic_score_gemma":0.001354059,"domain_scores_codex":[0.998184,0.0005949478,0.0001391164,0.000183493,0.0004996296,0.0003988285],"domain_scores_gemma":[0.9982752,0.001006099,0.00002991872,0.00006544637,0.0003456346,0.0002777283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003729234,0.0001539497,0.1868145,0.0001851387,0.0002544208,0.00004017694,0.4758205,0.000001775634,0.08133463,0.1910996,0.04031054,0.02361185],"study_design_scores_gemma":[0.002124829,0.003735367,0.05184064,0.0003142643,0.00008008017,0.000009147026,0.3255505,0.0004477128,0.1930035,0.008151577,0.4136788,0.001063602],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9499857,0.0002858384,0.00002545157,0.007178003,0.0000945677,0.0002354183,0.000003011236,0.00005757355,0.04213447],"genre_scores_gemma":[0.9982203,0.0002188465,0.0001205568,0.00015163,0.0003546257,0.00001320093,0.00000249553,0.000009652962,0.0009086649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3733682,"threshold_uncertainty_score":0.9273397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1649816820067093,"score_gpt":0.4130569903546369,"score_spread":0.2480753083479277,"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."}}