{"id":"W1495003842","doi":"10.22230/cjc.2007v32n2a1922","title":"Information Please: Culture and Politics in the Age of Digital Machines.","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Media, Communication, and Education","field":"Social Sciences","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Politics; Digital culture; Political science; Sociology; Media studies; Law","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":[0.001869813,0.00003878993,0.00007269126,0.0001878236,0.000271837,0.0001036333,0.0005290714,0.00005456063,0.000009242478],"category_scores_gemma":[0.0007540374,0.00003147365,0.00002223481,0.0002445636,0.0002471748,0.0007172648,0.000008654079,0.0001905759,0.000001314599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001131213,"about_ca_system_score_gemma":0.0006428785,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02236773,"about_ca_topic_score_gemma":0.1437785,"domain_scores_codex":[0.999207,0.0001690894,0.0003286846,0.00001660069,0.0001582285,0.0001204294],"domain_scores_gemma":[0.9989077,0.0002198124,0.0002424752,0.0002564724,0.0002441639,0.0001293354],"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":[0.000008953684,0.00003835141,0.1268548,0.00001913416,0.00001210653,0.00000146887,0.6560082,0.00001188397,0.00000968529,0.1742532,0.003499788,0.0392824],"study_design_scores_gemma":[0.0003521362,0.00004566955,0.3118011,0.0001001041,0.00002052444,0.00002329976,0.09586973,0.00002252722,0.00001108699,0.02732006,0.5643219,0.0001119408],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9070898,0.004242647,0.0006125304,0.01490731,0.0002076345,0.0002406249,0.00001443303,0.000004593712,0.07268049],"genre_scores_gemma":[0.9985832,0.0006679204,0.0003522044,0.0002400921,0.00005813106,7.207877e-7,0.00004153677,0.000001847478,0.0000543405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5608221,"threshold_uncertainty_score":0.9841424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02185131333452171,"score_gpt":0.3034519148536531,"score_spread":0.2816006015191314,"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."}}