{"id":"W2519542075","doi":"10.22230/cjc.2016v41n3a3072","title":"Networking Peripheries: Technological Futures and the Myth of Digital Universalism","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Universalism; Futures contract; Mythology; Sociology; Media studies; Political science; History; Law; Economics; Financial economics; Politics; Classics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004053398,0.00003064789,0.00007579114,0.0000279928,0.0003564162,0.00006022913,0.000305537,0.00005226964,0.00004120677],"category_scores_gemma":[0.0001875518,0.00001528132,0.00002501154,0.00009883109,0.001224533,0.0001674722,0.00001976559,0.00008617515,2.851657e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008793281,"about_ca_system_score_gemma":0.000318121,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003466055,"about_ca_topic_score_gemma":0.02080467,"domain_scores_codex":[0.9995951,0.00008624728,0.0001328585,0.00002406805,0.00007686601,0.00008487767],"domain_scores_gemma":[0.9994127,0.0001381361,0.0001485413,0.00009630672,0.0001178938,0.00008640841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006186942,0.000007606154,0.009757949,0.00000223144,0.00007556888,0.000006249813,0.03680784,0.000004024348,0.00002817672,0.2403457,0.07564066,0.6372622],"study_design_scores_gemma":[0.0002298831,0.0000109262,0.001351745,0.00006278053,0.000006112765,0.000006058552,0.02438661,7.690872e-7,0.000007427727,0.004373408,0.9695318,0.00003243471],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3746268,0.01382222,0.0002328352,0.5738024,0.0004087071,0.0002537302,0.000009968336,0.00001573246,0.03682761],"genre_scores_gemma":[0.9974813,0.001363815,0.00005510875,0.00008774116,0.00006273988,3.71207e-7,3.0109e-7,0.000001471026,0.0009471577],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8938912,"threshold_uncertainty_score":0.9970631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02664627790928376,"score_gpt":0.2389562304414098,"score_spread":0.212309952532126,"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."}}