{"id":"W2141367935","doi":"10.1177/0016549203654002","title":"Viewers on Television","year":2003,"lang":"en","type":"article","venue":"Gazette (Leiden Netherlands)","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Conceptualization; Individualism; Broadcasting (networking); Context (archaeology); Politics; Public relations; Set (abstract data type); Public broadcasting; Sociology; Television studies; Subject (documents); Political science; State (computer science); Public policy; Advertising; Media studies; Law; Business; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009579756,0.00009746671,0.0001368122,0.00004218467,0.0005549092,0.00004594614,0.0002825394,0.00007803643,0.0006566032],"category_scores_gemma":[0.0004865977,0.00008258699,0.00006191865,0.0002222598,0.0001045165,0.00006814303,0.00002520736,0.000151874,0.000449489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005885194,"about_ca_system_score_gemma":0.00005322386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004149671,"about_ca_topic_score_gemma":0.0008458371,"domain_scores_codex":[0.9985921,0.0004342257,0.0001544151,0.0001738252,0.0003620926,0.0002833451],"domain_scores_gemma":[0.9991318,0.0002755602,0.00007128858,0.0003635747,0.00005951104,0.00009824101],"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":[0.00008293363,0.0002899884,0.03178684,0.00002875162,0.0001189611,0.00001628657,0.0353061,0.00006545548,0.0006105721,0.3710423,0.185694,0.3749579],"study_design_scores_gemma":[0.0002263382,0.00004601315,0.002744627,0.00002850959,0.00000869143,3.713121e-7,0.001957951,0.000008825417,0.00008263072,0.002079433,0.9926933,0.0001232848],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1861089,0.001700985,0.0001350124,0.009691452,0.0008349754,0.0003896533,0.000001840855,0.0001353888,0.8010018],"genre_scores_gemma":[0.9899315,0.003291065,0.0002427985,0.001575416,0.0002624636,0.00002793312,0.000003371957,0.00001421273,0.004651202],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8069994,"threshold_uncertainty_score":0.7189345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03324739787250885,"score_gpt":0.3171631194632863,"score_spread":0.2839157215907774,"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."}}