{"id":"W2742237371","doi":"10.1215/17432197-4129161","title":"Innis’s Infrastructure","year":2017,"lang":"en","type":"article","venue":"Cultural Politics an International Journal","topic":"Rhetoric and Communication Studies","field":"Arts and Humanities","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dirt; Sociology; Presentation (obstetrics); Work (physics); Media studies; Epistemology; Geography; Engineering; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007879907,0.00009212262,0.00008898538,0.00003704069,0.001998881,0.002412592,0.001142606,0.00002397972,0.0009372862],"category_scores_gemma":[0.00009274193,0.00006424796,0.00007060589,0.000002888202,0.0003405478,0.001116078,0.0001623778,0.0002241963,0.00005713728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007191021,"about_ca_system_score_gemma":0.00003235929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001183577,"about_ca_topic_score_gemma":0.0000431273,"domain_scores_codex":[0.9992999,0.00002300789,0.0001911915,0.00007671766,0.0002637795,0.000145371],"domain_scores_gemma":[0.9985781,0.00001082107,0.0002306852,0.0002643749,0.0008217956,0.00009416795],"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":[0.000004513061,0.00002241717,0.001764351,8.103113e-7,0.0000967148,0.000007633968,0.01404125,0.000002729901,0.0000130391,0.962217,0.01845733,0.003372164],"study_design_scores_gemma":[0.0002700394,0.00002937919,0.02458495,0.00001602503,0.00001064096,0.00009143191,0.006935621,0.00005248872,0.00001697099,0.04127241,0.9265956,0.0001244068],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5651684,0.0001385979,0.00004144587,0.008305374,0.006594934,0.00004477249,0.00005540726,0.00004184439,0.4196092],"genre_scores_gemma":[0.9819598,0.0002274258,0.0001607132,0.0006608437,0.0056038,0.000001829097,0.00001320389,0.000006986411,0.01136542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9209446,"threshold_uncertainty_score":0.999976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09418999690177354,"score_gpt":0.3603538662654326,"score_spread":0.2661638693636591,"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."}}